%PDF-1.4 % 20 0 obj <> endobj 52 0 obj <> endobj 54 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 490.9954 20.9379 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 512.4738 20.9379 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 543.321 20.9379 Tm .5 .26 .09 0 k [( V)6.3(OL 5 )247.6( )247.6( )]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 572.364 0 .51599 31.289 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 587.3827 20.9379 Tm .5 .26 .09 0 k (1)Tj ET EMC /P <>BDC /GS2 gs BT 7 0 0 7 35.5957 29.6464 Tm 0 0 0 1 k [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 143.2275 29.6464 Tm [(www)60.5(.isaca.org)]TJ ET EMC /Artifact <>BDC 0 0 0 0 k /GS1 gs 515.27 692.116 53.716 54.884 re f EMC /Figure <>BDC Q /GS1 gs BT /F1 1 Tf 9 0 0 9 515.27 721.5889 Tm .72549 .12941 .60784 .007843 k .0249 Tc 0 Tw (FEATURE)Tj ET q 1 i 515.284 746.986 53.701 -54.87 re W n q 1 0 0 1 568.985 747 cm 0 0 m 0 -54.884 l -9.375 -54.884 l -9.375 -9.9448 l -49.977 -9.9448 l -49.977 0 l 0 0 l f Q EMC /P <>BDC Q q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 9 0 0 9 35.7423 598.3083 Tm 0 0 0 1 k -.005 Tc [(The world is inter)9.3(connected. An e)6.3(vent that occurs in)]TJ ET EMC /P <>BDC BT 9 0 0 9 240.2406 598.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 586.3083 Tm -.005 Tc [(one par)-24.4(t of the world \(e.g., an infected animal for)]TJ ET EMC /P <>BDC BT 9 0 0 9 227.7523 586.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 574.3083 Tm -.005 Tc [(sale at a market intr)9.8(oducing CO)10.7(VID-19 t)9.8(o)0( humans\))]TJ ET EMC /P <>BDC BT 9 0 0 9 233.6617 574.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 562.3083 Tm -.005 Tc [(can ha)7.3(ve dr)19.5(amatic, unexpected consequences)]TJ ET EMC /P <>BDC BT 9 0 0 9 218.0938 562.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 550.3083 Tm -.005 Tc [(e)6.3(verywhere else. All humans are all connected)]TJ ET EMC /P <>BDC BT 9 0 0 9 217.818 550.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 538.3083 Tm -.005 Tc (vessels in a common body, and the principle of)Tj ET EMC /P <>BDC BT 9 0 0 9 220.5462 538.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 526.3083 Tm -.005 Tc [()29.8(oneness affects e)6.3(veryone whether they are)]TJ ET EMC /P <>BDC BT 9 0 0 9 211 526.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 514.3083 Tm -.005 Tc [(conscious of it or not. )19.5(The recent pandemic crisis)]TJ ET EMC /P <>BDC BT 9 0 0 9 230.4253 514.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 502.3083 Tm -.005 Tc [(helps humanity t)9.8(o)0( deep dive int)9.8(o the principle )]TJ ET EMC /P <>BDC BT 9 0 0 9 216.0759 502.3083 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 490.3084 Tm -.005 Tc (of oneness.)Tj ET EMC /P <>BDC BT 9 0 0 9 81.9833 490.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 466.3084 Tm -.02 Tc [(Internet space is no different. A)8.3(t)0( )]TJ /TT11 1 Tf 13.7776 0 TD 0 Tc ()Tj /TT2 1 Tf .5337 0 TD -.02 Tc (rst glance, it may)Tj ET EMC /P <>BDC BT 9 0 0 9 229.1212 466.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 454.3084 Tm -.02 Tc (seem as if there is no link between the emergence of)Tj ET EMC /P <>BDC BT 9 0 0 9 236.5474 454.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 442.3084 Tm -.02 Tc [(many weak, typically not-so-secure Internet of )19.5(Things)]TJ ET EMC /P <>BDC BT 9 0 0 9 237.7605 442.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 430.3084 Tm -.02 Tc [(\(IoT\) de)6.3(vices and enterprise security; howe)6.3(ver)60.1(, these)]TJ ET EMC /P <>BDC BT 9 0 0 9 234.7371 430.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 418.3084 Tm -.02 Tc [(security-weak IoT)19.5( de)6.3(vices that are unrelated t)9.8(o)0( an)]TJ ET EMC /P <>BDC BT 9 0 0 9 224.4357 418.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 406.3084 Tm -.02 Tc [(enterprise can become potential attack vect)9.8(ors and)]TJ ET EMC /P <>BDC BT 9 0 0 9 231.6252 406.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 394.3084 Tm -.02 Tc (cause millions of dollars of loss. In 2019, widely)Tj ET EMC /P <>BDC BT 9 0 0 9 217.176 394.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 382.3084 Tm -.02 Tc [(repor)-24.4(ted, well-coordinated activities turned IoT)]TJ ET EMC /P <>BDC BT 9 0 0 9 212.4735 382.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 370.3084 Tm -.02 Tc [(de)6.3(vices int)9.8(o a distributed denial-of-ser)-8.8(vice \(DDoS\))]TJ ET EMC /P <>BDC BT 9 0 0 9 225.3809 370.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 358.3084 Tm -.02 Tc [(z)7.8(ombie army)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 85.4906 362.0833 Tm 0 Tc (1)Tj ET EMC /P <>BDC BT 9 0 0 9 88.3428 358.3084 Tm -.02 Tc [( used for major infr)19.5(astructure attacks)]TJ ET EMC /P <>BDC BT 9 0 0 9 230.1398 358.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 346.3084 Tm -.02 Tc [(and caused se)6.3(ver)19.5(al large-scale IoT)19.5( disasters.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 206.7995 350.0833 Tm 0 Tc (2)Tj ET EMC /P <>BDC BT 9 0 0 9 209.6518 346.3084 Tm -.02 Tc ( An old)Tj ET EMC /P <>BDC BT 9 0 0 9 236.0776 346.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 334.3084 Tm -.02 Tc (security adage says that security is a chain depending)Tj ET EMC /P <>BDC BT 9 0 0 9 241.0522 334.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 322.3084 Tm -.02 Tc (on the weakest link. It is now clear that this chain)Tj ET EMC /P <>BDC BT 9 0 0 9 221.8741 322.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 310.3084 Tm -.02 Tc [(connects on a global scale. )19.5(The enterprise security)]TJ ET EMC /P <>BDC BT 9 0 0 9 228.6547 310.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 298.3084 Tm -.02 Tc (perimeter is disappearing, and it is shifting far beyond)Tj ET EMC /P <>BDC BT 9 0 0 9 239.5849 298.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 286.3084 Tm -.02 Tc [(the enterprise)39.1()54.7(s)0( boundaries.)]TJ ET EMC /P <>BDC BT 9 0 0 9 140.6804 286.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 262.3084 Tm -.005 Tc [(A sound security ar)9.3(chitecture cannot be designed if)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.3079 262.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 250.3084 Tm -.005 Tc [(the principle of security oneness is not underst)9.8(ood.)]TJ ET EMC /P <>BDC BT 9 0 0 9 237.3357 250.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 238.3084 Tm -.005 Tc [(The er)19.5(a of segregated, monolithic enterprise)]TJ ET EMC /P <>BDC BT 9 0 0 9 210.0101 238.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 226.3084 Tm -.005 Tc [(ar)9.3(chitecture is past. )19.5(The premise of the security)]TJ ET EMC /P <>BDC BT 9 0 0 9 223.3907 226.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 214.3084 Tm -.005 Tc [(perimeter beha)7.3(ving as a middle-age for)-24.4(tress)]TJ ET EMC /P <>BDC BT 9 0 0 9 209.9276 214.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.7423 202.3084 Tm -.005 Tc [(pr)9.8(otecting the enterprise cr)9.8(own jewels is outdated. )]TJ ET EMC /P <>BDC BT 9 0 0 9 237.3226 202.3084 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 597.3081 Tm -.005 Tc [(Security attacks ha)7.3(ve become extremely)]TJ ET EMC /P <>BDC BT 9 0 0 9 412.5485 597.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 585.3081 Tm -.005 Tc [(sophisticated, inter)9.3(connected, aut)9.8(omated and)]TJ ET EMC /P <>BDC BT 9 0 0 9 433.803 585.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 573.3081 Tm -.005 Tc [(better coordinated acr)9.8(oss the Internet; therefore, a)]TJ ET EMC /P <>BDC BT 9 0 0 9 451.307 573.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 561.3081 Tm -.005 Tc [(new gener)19.5(ation of security intelligence is required.)]TJ ET EMC /P <>BDC BT 9 0 0 9 450.9027 561.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 253.2423 535.3081 Tm .72 .13 .61 .01 k -.005 Tc [(Inter)9.3(connected, Predictive and)]TJ ET EMC /P <>BDC BT 11 0 0 11 402.8161 535.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 11 0 0 11 253.2423 521.308 Tm -.005 Tc [(A)5.4(u)0(t)14.6(omated Security Intelligence )]TJ ET EMC /P <>BDC BT 11 0 0 11 412.8683 521.308 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 253.2423 503.3081 Tm 0 0 0 1 k -.005 Tc [(The tr)19.5(aditional notion of threat intelligence should)]TJ ET EMC /P <>BDC BT 9 0 0 9 449.3822 503.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 491.3081 Tm -.005 Tc [(e)6.3(v)7.3(olve int)9.8(o a new gener)19.5(ation of security intelligence)]TJ ET EMC /P <>BDC BT 9 0 0 9 456.4081 491.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 479.3081 Tm -.005 Tc [(that is inter)9.3(connected, aut)9.8(omated and predictive in)]TJ ET EMC /P <>BDC BT 9 0 0 9 453.0791 479.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 467.308 Tm -.005 Tc (nature \()Tj ET EMC /P <>BDC BT /TT12 1 Tf 9 0 0 9 283.7628 467.308 Tm 0 Tc ()Tj /TT6 1 Tf .6034 0 TD -.005 Tc (gure 1)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 314.649 467.308 Tm (\). )Tj ET EMC /P <>BDC BT 9 0 0 9 324.4227 467.308 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 311.308 Tm -.005 Tc [(The idea behind this triad is t)9.8(o)0( address modern)]TJ ET EMC /P <>BDC BT 9 0 0 9 438.6602 311.308 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 299.308 Tm -.005 Tc [(security challenges by predicting or reacting t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 437.0861 299.308 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 287.308 Tm -.005 Tc (security threats in real or near real time and)Tj ET EMC /P <>BDC BT 9 0 0 9 424.1989 287.308 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 275.308 Tm -.005 Tc [(pr)9.8(oducing a predictive cyberrisk score so that)]TJ ET EMC /P <>BDC BT 9 0 0 9 432.6761 275.308 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 263.308 Tm -.005 Tc [(enterprises can prioritize their resour)9.3(ces t)9.8(o)0( address)]TJ ET EMC /P <>BDC BT 9 0 0 9 456.2585 263.308 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 251.3081 Tm -.005 Tc (highest risk )Tj /TT11 1 Tf 5.311 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc [(rst. )19.5(This can be achie)6.3(ved using)]TJ ET EMC /P <>BDC BT 9 0 0 9 427.5485 251.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 239.3081 Tm -.005 Tc (machine learning \(ML\), big data analytics and)Tj ET EMC /P <>BDC BT 9 0 0 9 432.387 239.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 227.3081 Tm -.005 Tc [(aut)9.8(omated response playbooks. )19.5(The building)]TJ ET EMC /P <>BDC BT 9 0 0 9 430.5312 227.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 253.2423 215.3081 Tm -.005 Tc (blocks of the security intelligence are presented in)Tj ET EMC /P <>BDC BT 9 0 0 9 450.7621 215.3081 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT12 1 Tf 9 0 0 9 253.2423 203.3081 Tm ()Tj /TT6 1 Tf .6034 0 TD -.005 Tc (gure 2)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 284.1285 203.3081 Tm 0 Tc (.)Tj ET EMC /P <>BDC BT 9 0 0 9 286.4523 203.3081 Tm ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT10 1 Tf 30 0 0 30 35.9866 665.4292 Tm .5 .26 .09 0 k -.02 Tc [(Next-Gener)19.5(ation Security)]TJ ET EMC /P <>BDC BT 30 0 0 30 347.6047 665.4292 Tm 0 Tc ( )Tj ET EMC /Artifact <>BDC .72 .13 .61 .01 k 35.742 66.97 566.811 121.501 re f EMC /P <>BDC BT /TT6 1 Tf 11 0 0 11 47.6053 170.9437 Tm 0 0 0 0 k -.02 Tc [(Louisa Saunier)84.5(,)]TJ ET EMC /P <>BDC BT /TT2 1 Tf 11 0 0 11 119.4527 170.9437 Tm [( CISA, CISM, CISSP)158.2(, PMP)]TJ ET EMC /P <>BDC BT 11 0 0 11 233.782 170.9437 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 47.6053 160.1437 Tm [(Is a security exper)-24.4(t, security deal assur)19.5(ance engineer and pr)9.8(oject/pr)9.8(ogr)19.5(am manager at DXC )19.5(Technology. She pre)6.3(viously held)]TJ ET EMC /P <>BDC BT 9 0 0 9 540.2983 160.1437 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 47.6053 149.3438 Tm (positions as a security of)Tj /TT11 1 Tf 11.1089 0 TD ()Tj /TT2 1 Tf .5537 0 TD [(cer)60.1(, audit)9.8(or)60.1(, security consultant, and resear)9.3(ch and de)6.4(velopment engineer at Hewlett)]TJ /TT1 1 Tf 36.7343 0 TD <0008>Tj /TT2 1 Tf .2754 0 TD [(P)5.4(ackard. She is also)]TJ ET EMC /P <>BDC BT 9 0 0 9 566.2656 149.3438 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 47.6053 138.5437 Tm [(a re)6.4(viewer of the )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 9 0 0 9 115.9799 138.5437 Tm (ISACA)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 140.8266 141.5136 Tm ()Tj ET EMC /P <>BDC BT 9 0 0 9 144.9716 138.5437 Tm ( Journal)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 176.7308 138.5437 Tm [( and author of se)6.3(ver)19.5(al patents and ar)-24.4(ticles in the security industry.)]TJ ET EMC /P <>BDC BT 9 0 0 9 439.282 138.5437 Tm ( )Tj ET EMC /P <>BDC BT /TT6 1 Tf 11 0 0 11 47.6053 114.5437 Tm -.02 Tc (Kemal A. Delic)Tj ET EMC /P <>BDC BT 11 0 0 11 116.5307 114.5437 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 47.6053 103.7437 Tm [(Is a senior visiting resear)9.3(ch fellow at the Center for Complexity and Design at the Open University \(Milt)9.8(on Keynes, United)]TJ ET EMC /P <>BDC BT 9 0 0 9 524.8734 103.7437 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 47.6053 92.9437 Tm [(Kingdom\). He is the cofounder of AI-Inc, Ltd. and a lecturer at the University of Grenoble \(Grenoble, F)12.7(r)19.5(ance\) and University of)]TJ ET EMC /P <>BDC BT 9 0 0 9 541.0717 92.9437 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 47.6053 82.1437 Tm [(Sar)19.5(aje)6.4(v)7.3(o)0( \(Sar)19.5(aje)6.4(v)7.3(o, Bosnia and Herzego)7.3(vina\). He pre)6.4(viously held positions as a senior enterprise ar)9.3(chitect and senior technolog)]TJ 56.2656 0 TD (ist)Tj ET EMC /P <>BDC BT 9 0 0 9 563.7607 82.1437 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 47.6053 71.3437 Tm (and scientist at Hewlett)Tj /TT1 1 Tf 10.4678 0 TD <0008>Tj /TT2 1 Tf .2754 0 TD [(P)5.4(ackard.)]TJ ET EMC /Figure <>BDC Q q 1 i 231.006 455.865 253.112 -158.666 re W n 253.242 455.865 205.745 -123.348 re 179.476 71.344 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .10588 .015686 .094118 0 k 253.824 332.4 205.176 104.811 re f .56471 .24314 .086274 0 k 253.824 439.877 205.176 15.988 re f 0 0 0 0 K 0 J 0 j 1.45 w 10 M [] 0 d q 1 0 0 1 253.824 438.544 cm 0 0 m 207 0 l S Q BT /F2 1 Tf 9 0 0 9 292.7329 443.6991 Tm 0 0 0 0 k 0 Tc [(Figur)9.9(e).1( 1Security Intelligence )30.5(T)31.5(r).3(iade)]TJ ET .56471 .24314 .086274 0 k q 1 0 0 1 273.355 349.741 cm 0 0 m 83.07 80.438 l 166.141 0 l -.3511 .351 0 0 v f Q BT 8.693 8.2723 -8.2723 8.693 293.2387 378.3573 Tm .72549 .12941 .67059 .007843 k -.0011 Tc (Au)Tj 1.0869 -.0002 TD -.0147 Tc [(to)-14(m)-13.6(a)]TJ 2.0009 -.0002 TD -.0011 Tc (ti)Tj .557 .0003 TD (on)Tj 8.5367 -8.4336 8.4336 8.5367 378.6673 415.5663 Tm .0002 Tc (Pr)Tj .8914 -.0002 TD -.0002 Tc (edi)Tj 1.2263 .0002 TD 0 Tc (c)Tj .4602 .0001 TD -.0004 Tc (tabi)Tj 1.5238 .0002 TD 0 Tc (l)Tj .2516 .0002 TD (i)Tj .2516 .0002 TD (ty)Tj 12 .0029 -.0029 12 316.332 337.1682 Tm -.0002 Tc [(Inter)9.7(c)-.3(onnectivity)]TJ 10 0 0 10 339.3133 384.0804 Tm 0 0 0 0 k 0 Tc (Security)Tj -.7043 -1 TD (Intelligence)Tj ET EMC Q endstream endobj 55 0 obj <>/ExtGState<>>> endobj 90 0 obj <> endobj 92 0 obj <> endobj 110 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 39.4019 20.9698 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 60.8804 20.9698 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 91.7275 20.9698 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 30.069 0 .51505 31.531 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 12.8637 20.9698 Tm .5 .26 .09 0 k (2)Tj ET EMC /P <>BDC /GS2 gs BT 7 0 0 7 413.6186 28.6649 Tm 0 0 0 1 k [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 521.2504 28.6649 Tm [(www)60.5(.isaca.org)]TJ ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 141.7518 413.2474 Tm -.005 Tc [(T)36.6(r)19.5(aditionally, threat intelligence is based on known)]TJ ET EMC /P <>BDC BT 9 0 0 9 340.3175 413.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 401.2474 Tm -.005 Tc [(static indicat)9.8(ors of compr)9.8(omise \(IoCs\) such as)]TJ ET EMC /P <>BDC BT 9 0 0 9 326.7491 401.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 389.2474 Tm -.005 Tc [(malware signatures, malicious Internet pr)9.8(ot)9.8(ocol \(IP\))]TJ ET EMC /P <>BDC BT 9 0 0 9 345.9557 389.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 377.2474 Tm -.005 Tc (addresses, malicious domains, a URL that)Tj ET EMC /P <>BDC BT 9 0 0 9 306.5887 377.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 365.2474 Tm -.005 Tc (references suspicious content, a )Tj /TT11 1 Tf 14.4693 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc (le hash using a)Tj ET EMC /P <>BDC BT 9 0 0 9 336.0229 365.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 353.2474 Tm -.005 Tc (malicious executable and a text code of a malicious)Tj ET EMC /P <>BDC BT 9 0 0 9 346.1325 353.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 341.2474 Tm -.005 Tc [(email message. Many tr)19.5(aditional security t)9.8(ools rely)]TJ ET EMC /P <>BDC BT 9 0 0 9 341.716 341.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 329.2474 Tm -.005 Tc (on IoCs such as antivirus using malware signatures,)Tj ET EMC /P <>BDC BT 9 0 0 9 346.3127 329.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 317.2473 Tm -.005 Tc [(intrusion pre)6.3(vention systems \(IPS\) using static)]TJ ET EMC /P <>BDC BT 9 0 0 9 325.478 317.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 305.2473 Tm -.005 Tc [(exper)-24.4(t knowledge, and tr)19.5(aditional security)]TJ ET EMC /P <>BDC BT 9 0 0 9 305.7737 305.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 293.2473 Tm -.005 Tc [(information and e)6.3(vent management \(SIEM\))]TJ ET EMC /P <>BDC BT 9 0 0 9 312.039 293.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 281.2473 Tm -.005 Tc [(systems using static correlation rules. )19.5(They are)]TJ ET EMC /P <>BDC BT 9 0 0 9 327.7093 281.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 269.2473 Tm -.005 Tc [(mostly reactive in nature, v)7.3(alid for limited periods of)]TJ ET EMC /P <>BDC BT 9 0 0 9 345.623 269.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 257.2473 Tm -.005 Tc [(time, gener)19.5(ate t)9.8(oo many false positives and are not)]TJ ET EMC /P <>BDC BT 9 0 0 9 343.175 257.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 245.2473 Tm -.005 Tc (ef)Tj /TT11 1 Tf .867 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc [(cient for zer)9.8(o-day, polymorphic threats and)]TJ ET EMC /P <>BDC BT 9 0 0 9 323.084 245.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 233.2473 Tm -.005 Tc (threat hunting. )Tj ET EMC /P <>BDC BT 9 0 0 9 201.4261 233.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 209.2473 Tm -.005 Tc [(K)11.2(nowledge about adversary gr)9.8(oups and attacks is)]TJ ET EMC /P <>BDC BT 9 0 0 9 338.3539 209.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 197.2473 Tm -.005 Tc [(captured in the tactics, techniques and pr)9.8(ocedures)]TJ ET EMC /P <>BDC BT 9 0 0 9 340.9788 197.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 185.2473 Tm -.005 Tc [(\(T)-7.8(TPs\). )19.5(T)-7.8(TPs are collected t)9.8(o)0( represent adversary)]TJ ET EMC /P <>BDC BT 9 0 0 9 337.7148 185.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 173.2473 Tm -.005 Tc [(beha)7.3(vior by analyzing individual incidents and)]TJ ET EMC /P <>BDC BT 9 0 0 9 321.7568 173.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 161.2473 Tm -.005 Tc [(understanding the attacker)-7.8()54.7(s)0( tr)19.5(adecr)19.5(aft. MITRE)]TJ ET EMC /P <>BDC BT 9 0 0 9 325.356 161.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 149.2473 Tm -.005 Tc [(A)63(T)-7.8(T&CK is a well-known cur)19.5(ated knowledge base)]TJ ET EMC /P <>BDC BT 9 0 0 9 335.6402 149.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 137.2473 Tm -.005 Tc -.0195 Tw [(for T)-7.8(TPs.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 178.1995 141.0224 Tm 0 Tc 0 Tw (3)Tj ET EMC /P <>BDC BT 9 0 0 9 181.1868 137.2473 Tm -.005 Tc [( )19.5(T)-7.8(TPs can be embedded in security t)9.8(ools)]TJ ET EMC /P <>BDC BT 9 0 0 9 341.4413 137.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 125.2473 Tm -.005 Tc (and platforms for enterprise security gap)Tj ET EMC /P <>BDC BT 9 0 0 9 302.8655 125.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 113.2473 Tm -.005 Tc [(assessment t)9.8(o)0( enable security response)]TJ ET EMC /P <>BDC BT 9 0 0 9 300.8779 113.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 101.2473 Tm -.005 Tc [(aut)9.8(omation \(e.g., in security or)9.3(chestr)19.5(ation,)]TJ ET EMC /P <>BDC BT 9 0 0 9 307.4547 101.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 89.2473 Tm -.005 Tc [(aut)9.8(omation and response [SO)10.3(AR] platforms\) or)]TJ ET EMC /P <>BDC BT 9 0 0 9 326.5358 89.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.7518 77.2473 Tm -.005 Tc (used in red teaming and threat hunting. More and)Tj ET EMC /P <>BDC BT 9 0 0 9 336.2084 77.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 413.2474 Tm -.005 Tc [(more security pr)9.8(oducts are embedding )19.5(T)-7.8(T)0(P)]TJ ET EMC /P <>BDC BT 9 0 0 9 531.2499 413.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 401.2474 Tm -.005 Tc [(knowledge or dynamically linking with )19.5(T)-7.8(T)0(P)]TJ ET EMC /P <>BDC BT 9 0 0 9 527.7463 401.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 389.2474 Tm -.005 Tc [(reposit)9.8(ories. )19.5(T)-7.8(TPs can be used as t)9.8(ools t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 526.0227 389.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 377.2474 Tm -.005 Tc [(construct and test beha)7.3(vior)19.5(al analytics, e.g., user)]TJ ET EMC /P <>BDC BT 9 0 0 9 552.007 377.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 365.2474 Tm -.005 Tc [(and e)6.3(vent beha)7.3(vior)19.5(al analytics [)8.8(UEBA] t)9.8(o)0( detect)]TJ ET EMC /P <>BDC BT 9 0 0 9 545.3975 365.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 353.2474 Tm -.005 Tc [(adversarial beha)7.3(vior within an envir)9.8(onment. )]TJ ET EMC /P <>BDC BT 9 0 0 9 533.8473 353.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 329.2474 Tm -.005 Tc [(Inter)9.3(connectivity is an impor)-24.4(tant aspect of )]TJ ET EMC /P <>BDC BT 9 0 0 9 529.0529 329.2474 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 317.2473 Tm -.005 Tc [(security intelligence, as it allows IoC and )19.5(T)-7.8(T)0(P)]TJ ET EMC /P <>BDC BT 9 0 0 9 537.8301 317.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 305.2473 Tm -.005 Tc [(reposit)9.8(ories t)9.8(o)0( be continuously updated fr)9.8(om )]TJ ET EMC /P <>BDC BT 9 0 0 9 539.7482 305.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 293.2473 Tm -.005 Tc (threat intelligence feeds.)Tj ET EMC /P <>BDC BT 9 0 0 9 457.5022 293.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 269.2473 Tm -.02 Tc [(Methods need t)9.8(o)0( be put in place t)9.8(o)0( unco)7.3(ver emerging)]TJ ET EMC /P <>BDC BT 9 0 0 9 563.1663 269.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 257.2473 Tm -.02 Tc [(attacks, detect adv)7.3(anced persistent threats \(APT)56.6(s\),)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.5969 257.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 245.2473 Tm -.02 Tc [(and unco)7.3(ver dynamically, in real time, new IoCs and)]TJ ET EMC /P <>BDC BT 9 0 0 9 556.0822 245.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 233.2473 Tm -.02 Tc [(new )19.5(T)-7.8(TPs. )19.5(This can be achie)6.3(ved by using ML and big)]TJ ET EMC /P <>BDC BT 9 0 0 9 561.4082 233.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 221.2473 Tm -.02 Tc [(data analytics. By analyzing high v)7.3(olumes of network)]TJ ET EMC /P <>BDC BT 9 0 0 9 561.5098 221.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 209.2473 Tm -.02 Tc [(tr)19.5(af)]TJ /TT11 1 Tf 1.4566 0 TD 0 Tc ()Tj /TT2 1 Tf .5337 0 TD -.02 Tc [(c and logs, organizations could disco)7.3(ver)]TJ ET EMC /P <>BDC BT 9 0 0 9 530.9355 209.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 197.2473 Tm -.02 Tc [(beha)7.3(vior)19.5(al anomalies, correlate individual incidents)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.351 197.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 185.2473 Tm -.02 Tc (and analyze the security incidents, setting a context.)Tj ET EMC /P <>BDC BT 9 0 0 9 558.5394 185.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 173.2473 Tm -.02 Tc [(This would reduce false positives of tr)19.5(aditional t)9.8(ools)]TJ ET EMC /P <>BDC BT 9 0 0 9 558.7064 173.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 161.2473 Tm -.02 Tc [(\(e.g., SIEM\) and allow organizations t)9.8(o)0( respond t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.3716 161.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 149.2473 Tm -.02 Tc (attacks in real time. Organizations also could reduce)Tj ET EMC /P <>BDC BT 9 0 0 9 559.8795 149.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 137.2473 Tm -.02 Tc [(aler)-24.4(t fatigue and time t)9.8(o)0( remediate by aut)9.8(omating)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.1122 137.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 125.2473 Tm -.02 Tc [(time-consuming actions typically per)-7.3(formed by)]TJ ET EMC /P <>BDC BT 9 0 0 9 539.2324 125.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 113.2473 Tm -.02 Tc [(security oper)19.5(ation teams \(SOCs\). ML learning)]TJ ET EMC /P <>BDC BT 9 0 0 9 533.4094 113.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 101.2473 Tm -.02 Tc [(algorithms can continuously enrich an organization)39.1()54.7(s)]TJ ET EMC /P <>BDC BT 9 0 0 9 560.499 101.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 89.2473 Tm -.02 Tc [(knowledge about emerging IoCs and )19.5(T)-7.8(TPs. )19.5(This)]TJ ET EMC /P <>BDC BT 9 0 0 9 542.9808 89.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 77.2473 Tm -.02 Tc [(enrichment pr)9.8(ocess could run in real time, near real)]TJ ET EMC /P <>BDC BT 9 0 0 9 555.0059 77.2473 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2518 65.2473 Tm -.02 Tc (time or as the result of a batch )Tj ET EMC /P <>BDC BT 9 0 0 9 478.5415 65.2473 Tm -.005 Tc [(pr)9.8(ocessing. )]TJ ET EMC /P <>BDC BT 9 0 0 9 528.8807 65.2473 Tm 0 Tc ( )Tj ET EMC /Figure <>BDC Q .10588 .015686 .094118 0 k /GS1 gs 142.133 435.198 423.267 236.751 re f .015686 .3451 .8902 0 k 1 i q 1 0 0 1 468.429 564.747 cm 0 0 m 0 -10.385 l 10.552 -10.385 l 10.552 -3.368 l 24.025 -17.121 l 10.552 -30.032 l 10.552 -23.577 l -.281 -23.577 l -.281 -35.365 l -15.157 -35.365 l -15.157 -40.418 l -8.14 -40.418 l -21.893 -53.891 l -34.805 -40.418 l -28.349 -40.418 l -28.349 -35.085 l -43.787 -35.085 l -43.62 -34.804 l -43.62 -24.419 l -54.172 -24.419 l -54.172 -31.436 l -67.645 -17.683 l -54.172 -4.771 l -54.172 -11.227 l -43.339 -11.227 l -43.339 0 l -28.069 0 l -28.069 5.053 l -35.085 5.053 l -21.332 18.526 l -8.42 5.053 l -14.876 5.053 l -14.876 -.28 l .561 -.28 l f Q 0 0 0 1 K 0 J 1 j .5 w 10 M [] 0 d q 1 0 0 1 468.429 564.747 cm 0 0 m 0 -10.385 l 10.552 -10.385 l 10.552 -3.368 l 24.025 -17.121 l 10.552 -30.032 l 10.552 -23.577 l -.281 -23.577 l -.281 -35.365 l -15.157 -35.365 l -15.157 -40.418 l -8.14 -40.418 l -21.893 -53.891 l -34.805 -40.418 l -28.349 -40.418 l -28.349 -35.085 l -43.787 -35.085 l -43.62 -34.804 l -43.62 -24.419 l -54.172 -24.419 l -54.172 -31.436 l -67.645 -17.683 l -54.172 -4.771 l -54.172 -11.227 l -43.339 -11.227 l -43.339 0 l -28.069 0 l -28.069 5.053 l -35.085 5.053 l -21.332 18.526 l -8.42 5.053 l -14.876 5.053 l -14.876 -.28 l .561 -.28 l S Q .56471 .24314 .086274 0 k 142.133 674.614 423.619 15.988 re f 0 0 0 0 K 0 j 2.014 w q 1 0 0 1 144.441 673.281 cm 0 0 m 420.8 0 l S Q BT /F2 1 Tf 9 0 0 9 263.1058 678.4362 Tm 0 0 0 0 k 0 Tc 0 Tw [(Figur)9.8(e).1( 2The Security Intelligence Building Blocks)]TJ ET .72549 .12941 .67059 .007843 k q 1 0 0 1 220.486 623.164 cm 0 0 m 2.3281 5.9853 8.1474 7.4819 v 8.9785 17.791 l 16.461 18.622 l 19.454 11.639 l 26.604 12.304 31.591 8.1469 v 40.736 13.135 l 46.39 8.646 l 41.402 .831 l 45.392 -4.9883 43.896 -11.14 v 52.542 -17.126 l 51.046 -22.447 l 40.736 -22.613 l 40.238 -27.768 33.088 -30.926 v 32.756 -42.565 l 24.276 -43.895 l 20.451 -34.584 l 13.967 -35.748 8.3134 -31.924 v .499 -37.244 l -5.8194 -32.423 l -.4986 -24.608 l -4.8218 -18.456 -3.4917 -11.972 v -11.971 -7.6485 l -10.974 -.1665 l 0 0 l f Q .56471 .24314 .086274 0 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20.7341 650.9802 Tm -.025 Tc [(this ar)-24.4(ticle?)]TJ ET EMC /P <>BDC BT 13 0 0 13 85.1347 650.9802 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT14 1 Tf 13 0 0 13 20.7341 637.9802 Tm ( )Tj ET EMC /P <>BDC BT /TT16 1 Tf 10 0 0 10 20.7341 625.9802 Tm ()Tj ET EMC /P <>BDC BT /TT18 1 Tf 10 0 0 10 27.2245 625.9802 Tm -.025 Tc ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.7051 625.9802 Tm 0 Tc (Read)Tj ET EMC /P <>BDC BT /TT8 1 Tf 10 0 0 10 54.3662 625.9802 Tm ( ISACA)Tj ET EMC /P <>BDC BT 6 0 0 6 84.9131 629.2802 Tm ()Tj ET EMC /P <>BDC BT 10 0 0 10 89.501 625.9802 Tm -.0293 Tw [( Tech)]TJ ET EMC /P <>BDC BT 10 0 0 10 113.4268 625.9802 Tm 0 Tw ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 613.9802 Tm -.0293 Tw (Brief: Threat)Tj ET EMC /P <>BDC BT 10 0 0 10 85.9499 613.9802 Tm 0 Tw ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 601.9802 Tm (Intelligence.)Tj ET EMC /P <>BDC BT 10 0 0 10 85.3298 601.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 589.9802 Tm [(www)60.5(.isaca.org/)]TJ ET EMC /P <>BDC BT 10 0 0 10 100.0515 589.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 577.9802 Tm (Threat-Intelligence)Tj ET EMC /P <>BDC BT /TT18 1 Tf 10 0 0 10 114.4607 577.9802 Tm ( )Tj ET EMC /P <>BDC BT /TT16 1 Tf 10 0 0 10 20.7341 565.9802 Tm ()Tj ET EMC /P <>BDC BT /TT18 1 Tf 10 0 0 10 27.2245 565.9802 Tm -.025 Tc ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.7051 565.9802 Tm 0 Tc (Learn more about,)Tj ET EMC /P <>BDC BT 10 0 0 10 113.0381 565.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 553.9802 Tm (discuss and)Tj ET EMC /P <>BDC BT 10 0 0 10 85.1882 553.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 541.9802 Tm [(collabor)14.6(ate on)]TJ ET EMC /P <>BDC BT 10 0 0 10 95.5935 541.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 529.9802 Tm (information and)Tj ET EMC /P <>BDC BT 10 0 0 10 102.8298 529.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 517.9802 Tm (cybersecurity in)Tj ET EMC /P <>BDC BT 10 0 0 10 102.4099 517.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 505.9802 Tm [(ISACA)58.6()113.3(s)0( Online)]TJ ET EMC /P <>BDC BT 10 0 0 10 96.907 505.9802 Tm ( )Tj ET EMC /P <>BDC BT 10 0 0 10 31.6091 493.9802 Tm [(F)10.3(orums. )]TJ ET EMC /P <>BDC BT 10 0 0 10 70.9109 493.9802 Tm ( )Tj ET EMC /P <>BDC BT /TT8 1 Tf 10 0 0 10 31.6091 481.9802 Tm [(https:/)121.1(/engage.isaca.)]TJ ET EMC /P <>BDC BT 10 0 0 10 31.6091 469.9802 Tm (org/onlineforums)Tj ET EMC Q endstream endobj 111 0 obj <>/XObject<>/ExtGState<>>> endobj 138 0 obj <> endobj 143 0 obj <> endobj 148 0 obj <> endobj 153 0 obj <> endobj 158 0 obj <> endobj 170 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 490.9954 20.9379 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 512.4738 20.9379 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 543.321 20.9379 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 572.364 0 .51599 31.289 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 587.3827 20.9379 Tm .5 .26 .09 0 k (3)Tj ET EMC /P <>BDC /GS2 gs BT 9 0 0 9 35.9327 682.6072 Tm 0 0 0 1 k -.005 Tc [(Another impor)-24.4(tant aspect of enterprise security)]TJ ET EMC /P <>BDC BT 9 0 0 9 222.8449 682.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 670.6072 Tm -.005 Tc (intelligence is the creation of playbooks for)Tj ET EMC /P <>BDC BT 9 0 0 9 205.5456 670.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 658.6072 Tm -.005 Tc [(or)9.3(chestr)19.5(ating and aut)9.8(omating security oper)19.5(ations.)]TJ ET EMC /P <>BDC BT 9 0 0 9 232.8141 658.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 646.6072 Tm -.005 Tc [(This turns security threat knowledge int)9.8(o an)]TJ ET EMC /P <>BDC BT 9 0 0 9 208.346 646.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 634.6072 Tm -.005 Tc [(aut)9.8(omated action \(e.g., quar)19.5(antine an endpoint)]TJ ET EMC /P <>BDC BT 9 0 0 9 220.1433 634.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 622.6072 Tm -.005 Tc [(de)6.3(vice and get forensic images, blacklist phishing)]TJ ET EMC /P <>BDC BT 9 0 0 9 231.6572 622.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 610.6072 Tm -.005 Tc [(links, shut down the network por)-24.4(t, kill a pr)9.8(ocess\).)]TJ ET EMC /P <>BDC BT 9 0 0 9 227.6045 610.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 598.6072 Tm -.005 Tc [(The ability t)9.8(o)0( unco)7.3(ver new threats should be)]TJ ET EMC /P <>BDC BT 9 0 0 9 209.6556 598.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 586.6072 Tm -.005 Tc [(combined with the ability t)9.8(o)0( pr)9.8(o)7.3(vide aut)9.8(omated or)]TJ ET EMC /P <>BDC BT 9 0 0 9 231.3375 586.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 574.6072 Tm -.005 Tc [(semi-aut)9.8(omated response and continuously)]TJ ET EMC /P <>BDC BT 9 0 0 9 209.1764 574.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 562.6072 Tm -.005 Tc (enhancing SOC playbooks.)Tj ET EMC /P <>BDC BT 9 0 0 9 141.4292 562.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 538.6072 Tm -.005 Tc [(Next gener)19.5(ation security intelligence will)]TJ ET EMC /P <>BDC BT 9 0 0 9 194.5757 538.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 526.6072 Tm -.005 Tc [(encompass and go beyond tr)19.5(aditional cyber)-24.4(threat)]TJ ET EMC /P <>BDC BT 9 0 0 9 231.8845 526.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 514.6072 Tm -.005 Tc (intelligence as it becomes more predictive,)Tj ET EMC /P <>BDC BT 9 0 0 9 204.1152 514.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 502.6072 Tm -.005 Tc [(aut)9.8(omated and inter)9.3(connected. )]TJ ET EMC /P <>BDC BT 9 0 0 9 161.84 502.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 35.9327 476.6072 Tm .72 .13 .61 .01 k -.005 Tc [(Application of Machine Learning t)14.6(o)]TJ ET EMC /P <>BDC BT 11 0 0 11 207.002 476.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 11 0 0 11 35.9327 462.6072 Tm -.005 Tc (Cybersecurity)Tj ET EMC /P <>BDC BT 11 0 0 11 103.7477 462.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 35.9327 444.6072 Tm 0 0 0 1 k -.005 Tc [(The most v)7.3(aluable use cases of ML in cybersecurity)]TJ ET EMC /P <>BDC BT 9 0 0 9 239.9101 444.6072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.9327 432.6072 Tm -.005 Tc (are:)Tj ET EMC /P <>BDC BT 9 0 0 9 50.6415 432.6072 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 46.9487 414.6312 Tm 0 .349 .902 0 k -.02 Tc (Predict new IoC patterns)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 142.4071 414.6312 Tm 0 0 0 1 k (Machine intelligence)Tj ET EMC /LBody <>BDC BT 9 0 0 9 227.8937 414.6312 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT16 1 Tf 12 0 0 12 35.9327 414.6312 Tm 0 .349 .902 0 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 46.9487 402.6312 Tm 0 0 0 1 k -.02 Tc [(can unco)7.3(ver new IoCs by applying deep learning)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 229.9549 402.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 390.6312 Tm -.02 Tc [(models o)7.3(ver large sets of data. )19.5(These models can)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 237.0173 390.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 378.6312 Tm -.02 Tc [(learn the char)19.5(acteristic of malicious patterns \(e.g.,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 237.4358 378.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 366.6312 Tm -.02 Tc (malware signatures, bad URLs and intrusion)Tj ET EMC /LBody <>BDC BT 9 0 0 9 214.6655 366.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 354.6312 Tm -.02 Tc [(detection patterns\). )19.5(The more data that are)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 210.8073 354.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 342.6312 Tm -.02 Tc [(a)7.3(v)7.3(ailable, the better IoC detection capability is o)7.3(ver)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 239.3916 342.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 330.6312 Tm -.02 Tc [(time. F)10.2(or instance, by pr)9.8(o)7.3(viding thousands of)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 217.9314 330.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 318.6312 Tm -.02 Tc (examples of known malicious and non-malicious)Tj ET EMC /LBody <>BDC BT 9 0 0 9 233.3385 318.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 306.6312 Tm -.02 Tc [(URLs, a machine intelligence appr)9.8(oach can extr)19.5(act)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 238.8676 306.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 294.6312 Tm -.02 Tc [(key features \(structure\) fr)9.8(om these URLs t)9.8(o)0( build)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 232.1528 294.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 282.6312 Tm -.02 Tc (models that can discern potential malicious vs.)Tj ET EMC /LBody <>BDC BT 9 0 0 9 226.4527 282.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 270.6312 Tm -.02 Tc (non-malicious URLs.)Tj ET EMC /LBody <>BDC BT 5.4 0 0 5.4 125.3157 274.4061 Tm 0 Tc (4)Tj ET EMC /LBody <>BDC BT 9 0 0 9 128.1681 270.6312 Tm -.02 Tc ( ML capability can detect)Tj ET EMC /LBody <>BDC BT 9 0 0 9 223.407 270.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 258.6312 Tm -.02 Tc [(completely new IoCs and push them t)9.8(o)0( enrich the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 235.1539 258.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 246.6312 Tm -.02 Tc [(enterprise)39.1()54.7(s)0( IoC )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 107.5527 246.6312 Tm -.005 Tc (knowledge. )Tj ET EMC /LBody <>BDC BT 9 0 0 9 154.923 246.6312 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 46.9487 228.6552 Tm 0 .349 .902 0 k -.005 Tc (Intrusion detection using UEBA)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 171.5948 228.6552 Tm 0 0 0 1 k (By employing)Tj ET EMC /LBody <>BDC BT 9 0 0 9 231.6063 228.6552 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT16 1 Tf 12 0 0 12 35.9327 228.6552 Tm 0 .349 .902 0 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 46.9487 216.6552 Tm 0 0 0 1 k -.005 Tc [(machine intelligence, de)6.3(viations fr)9.8(om normal)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 223.9938 216.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 204.6552 Tm -.005 Tc [(beha)7.3(vior can be extr)19.5(acted in real time and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 211.5594 204.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 192.6552 Tm -.005 Tc [(e)6.3(v)7.3(aluated by ML algorithms. UEBA algorithms)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 227.515 192.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 180.6552 Tm -.005 Tc [(compare the current beha)7.3(vior with the standard)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 234.2091 180.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 168.6552 Tm -.005 Tc (one, detect anomalies by applying some rules)Tj ET EMC /LBody <>BDC BT 9 0 0 9 226.7009 168.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 156.6552 Tm -.005 Tc [(\(e.g., unusual day of week, time of day, v)7.3(olume or)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 240.2737 156.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 144.6552 Tm -.005 Tc (country for a user\), assemble anomalies and)Tj ET EMC /LBody <>BDC BT 9 0 0 9 222.2327 144.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 132.6552 Tm -.005 Tc (aggregate the risk of all detected anomalies)Tj ET EMC /LBody <>BDC BT 9 0 0 9 220.0168 132.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 120.6552 Tm -.005 Tc (\(entity risk aggregation\). UEBA algorithms)Tj ET EMC /LBody <>BDC BT 9 0 0 9 212.3504 120.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 108.6552 Tm -.005 Tc [(reduce false positives, prioritize security aler)-24.4(ts)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 229.6434 108.6552 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 46.9487 96.6552 Tm -.005 Tc [(and impr)9.8(o)7.3(ve SOC team ef)]TJ /TT11 1 Tf 11.2063 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc (ciency.)Tj ET EMC /LBody <>BDC BT 5.4 0 0 5.4 180.3961 100.4301 Tm 0 Tc (5)Tj ET EMC /LBody <>BDC BT 5.4 0 0 5.4 183.3834 100.4301 Tm ( )Tj ET EMC /LBody <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 265.4487 499.0322 Tm 0 .349 .902 0 k -.005 Tc [(Unco)7.3(ver new )29.3(T)-7.8(TPs)]TJ ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 340.482 499.0322 Tm 0 0 0 1 k (Machine intelligence could)Tj ET EMC /LBody <>BDC BT 9 0 0 9 452.8266 499.0322 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT16 1 Tf 12 0 0 12 254.4327 499.0322 Tm 0 .349 .902 0 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 265.4487 487.0322 Tm 0 0 0 1 k -.005 Tc [(pr)9.8(o)7.3(vide insights int)9.8(o the pr)9.8(o)]TJ /TT11 1 Tf 12.1744 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc [(les of attack gr)9.8(oups)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 458.3257 487.0322 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 475.0322 Tm -.005 Tc [(by inspecting hist)9.8(orical patterns and predicting)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 450.1362 475.0322 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 463.0322 Tm -.005 Tc (potential future activities. ML could help build or)Tj ET EMC /LBody <>BDC BT 9 0 0 9 455.1429 463.0322 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 451.0322 Tm -.005 Tc [(maintain attacker pr)9.8(o)]TJ /TT11 1 Tf 9.3696 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc -.0195 Tw [(les. These )-19.5(pr)9.8(o)]TJ /TT11 1 Tf 6.1395 0 TD 0 Tc 0 Tw ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc (les can be)Tj ET EMC /LBody <>BDC BT 9 0 0 9 454.8965 451.0322 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 439.0322 Tm -.005 Tc [(sent back t)9.8(o)0( )19.5(T)-7.8(TP knowledge reposit)9.8(ories and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 443.3607 439.0322 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 427.0322 Tm -.005 Tc [(fur)-24.4(ther fuel the cybersecurity war cr)19.5(aft.)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 418.4633 427.0322 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 265.4487 409.0562 Tm 0 .349 .902 0 k (R)Tj ET EMC /LBody <>BDC BT 9 0 0 9 271.1475 409.0562 Tm -.02 Tc (ank aggregation or cyberrisk scoring)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 413.2297 409.0562 Tm 0 0 0 1 k (By)Tj ET EMC /LBody <>BDC BT 9 0 0 9 429.578 409.0562 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT16 1 Tf 12 0 0 12 254.4327 409.0562 Tm 0 .349 .902 0 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 265.4487 397.0562 Tm 0 0 0 1 k -.02 Tc [(assigning a r)19.5(ank t)9.8(o)0( all detected potential)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 419.3756 397.0562 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 385.0562 Tm -.02 Tc [(vulner)19.5(abilities and threats in an enterprise)39.1()54.7(s)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 429.3519 385.0562 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 373.0562 Tm -.02 Tc (network, the enterprise could prioritize remediation)Tj ET EMC /LBody <>BDC BT 9 0 0 9 458.9195 373.0562 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 265.4487 361.0562 Tm -.02 Tc (activities and security incident responses. )Tj ET EMC /LBody <>BDC BT 9 0 0 9 428.7847 361.0562 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 254.4327 167.0562 Tm .72 .13 .61 .01 k -.005 Tc (Security Intelligence and Managed)Tj ET EMC /P <>BDC BT 11 0 0 11 423.7201 167.0562 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 11 0 0 11 254.4327 153.0562 Tm -.005 Tc [(Security Ser)-8.8(vice Pr)17.6(o)7.3(viders)]TJ ET EMC /P <>BDC BT 11 0 0 11 383.564 153.0562 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 254.4327 135.0562 Tm 0 0 0 1 k -.005 Tc [(Most managed security ser)-8.8(vice pr)9.8(o)7.3(viders \(MSSPs\))]TJ ET EMC /P <>BDC BT 9 0 0 9 453.8386 135.0562 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4327 123.0562 Tm -.005 Tc [(ha)7.3(ve their own threat intelligence reposit)9.8(ory \(t)9.8(o suit)]TJ ET EMC /P <>BDC BT 9 0 0 9 456.3845 123.0562 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4327 111.0562 Tm -.005 Tc [(the ser)-8.8(vices they pr)9.8(o)7.3(vide\), e)6.3(ven if it is not exposed)]TJ ET EMC /P <>BDC BT 9 0 0 9 452.2371 111.0562 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4327 99.0562 Tm -.005 Tc [(directly t)9.8(o)0( cust)9.8(omers. Many of them augment their)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.1353 99.0562 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4327 87.0562 Tm -.005 Tc (threat intelligence with ML, big data analytics and)Tj ET EMC /P <>BDC BT 9 0 0 9 448.9654 87.0562 Tm 0 Tc ( )Tj ET EMC /Figure <>BDC Q q 1 i 254.949 692.038 349.503 -172.5 re 451.193 87.056 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS1 gs q 350.88 0 0 175.44 253.349 517.958 cm /Im4 Do Q EMC /Artifact <>BDC Q q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .5 .26 .09 0 k /GS1 gs 254.433 187.483 205.501 165.892 re f EMC /P <>BDC BT /TT20 1 Tf 47 .1128 -.1128 47 264.4281 307.8185 Tm 0 .349 .902 0 k 0 Tc 0 Tw ()Tj ET EMC /P <>BDC BT /TT2 1 Tf 14 .0336 -.0336 14 278.2873 327.8521 Tm 0 0 0 0 k [( ANO)13.2(THER IMPOR)39.1(T)38.6(ANT)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 426.2513 328.2072 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 264.4233 309.8187 Tm [(ASPEC)14.2(T)19.5( OF ENTERPRISE)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 420.3306 310.1928 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 264.4665 291.8187 Tm [(SECURIT)-7.8(Y INTELLIGENCE IS)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 440.779 292.2418 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 264.5096 273.8187 Tm [(THE CREA)63(TION OF)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 380.8027 274.0978 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 264.5529 255.8187 Tm [(PL)-9.3(A)45.9(YBOOKS FOR)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 372.4446 256.0776 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 264.596 237.8187 Tm [(ORCHESTRA)63(TING AND)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 406.8588 238.1601 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 264.6393 219.8187 Tm [(A)8.3(U)0(T)13.7(OMA)63(TING SECURIT)-7.8(Y)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 419.8903 220.1913 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 264.6825 201.8187 Tm [(OPERA)63(TIONS. )]TJ ET EMC /P <>BDC BT /TT20 1 Tf 47 .1128 -.1128 47 355.2383 182.0358 Tm 0 .349 .902 0 k ()Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 7 0 0 7 36 28.6649 Tm 0 0 0 1 k [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 143.6318 28.6649 Tm [(www)60.5(.isaca.org)]TJ ET EMC Q endstream endobj 171 0 obj <>/XObject<>/ExtGState<>>> endobj 194 0 obj <> endobj 200 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 39.4019 20.9698 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 60.8804 20.9698 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 91.7275 20.9698 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 30.069 0 .51505 31.531 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 12.8637 20.9698 Tm .5 .26 .09 0 k (4)Tj ET EMC /P <>BDC /GS2 gs BT 7 0 0 7 415.3383 24.3674 Tm 0 0 0 1 k [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 522.9701 24.3674 Tm [(www)60.5(.isaca.org)]TJ ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 141.2058 514.3304 Tm -.005 Tc [(beha)7.3(vior-based analytics based on large v)7.3(olumes of)]TJ ET EMC /P <>BDC BT 9 0 0 9 345.8337 514.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 502.3304 Tm -.005 Tc (data fueling their own data lake. Many MSSP)Tj ET EMC /P <>BDC BT 9 0 0 9 317.4434 502.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 490.3304 Tm -.005 Tc [(solutions star)-24.4(t embedding ML capabilities t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 317.0249 490.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 478.3304 Tm -.005 Tc [(e)6.3(v)7.3(aluate the activity of users and other entities and)]TJ ET EMC /P <>BDC BT 9 0 0 9 341.8535 478.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 466.3304 Tm -.005 Tc [(disco)7.3(ver changes t)9.8(o)0( their normal beha)7.3(vior using the)]TJ ET EMC /P <>BDC BT 9 0 0 9 345.1295 466.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 454.3304 Tm -.005 Tc [(UEBA algorithms mentioned abo)7.3(ve. UEBA)]TJ ET EMC /P <>BDC BT 9 0 0 9 305.4174 454.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 442.3304 Tm -.005 Tc [(capabilities could be added t)9.8(o)0( enhance tr)19.5(aditional)]TJ ET EMC /P <>BDC BT 9 0 0 9 337.0666 442.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 430.3304 Tm -.005 Tc [(security t)9.8(ools and ser)-8.8(vices such as endpoint)]TJ ET EMC /P <>BDC BT 9 0 0 9 316.0669 430.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 418.3304 Tm -.005 Tc [(pr)9.8(otection, standard SIEM, intrusion detection and)]TJ ET EMC /P <>BDC BT 9 0 0 9 338.1476 418.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 406.3304 Tm -.005 Tc [(pre)6.3(vention, secure email gateways, and web)]TJ ET EMC /P <>BDC BT 9 0 0 9 314.6539 406.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 141.2058 394.3304 Tm -.005 Tc (application )Tj /TT11 1 Tf 5.0977 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc (rewalls. )Tj ET EMC /P <>BDC BT 9 0 0 9 224.6967 394.3304 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 669.266 Tm -.005 Tc [(With big v)7.3(olumes of data coming fr)9.8(om many)]TJ ET EMC /P <>BDC BT 9 0 0 9 535.281 669.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 657.266 Tm -.005 Tc [(cust)9.8(omers and sensors acr)9.8(oss the globe, MSSPs)]TJ ET EMC /P <>BDC BT 9 0 0 9 553.4087 657.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 645.266 Tm -.005 Tc (can stay ahead of emerging threats, understand)Tj ET EMC /P <>BDC BT 9 0 0 9 548.6659 645.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 633.266 Tm -.005 Tc [(trends acr)9.8(oss millions of users and de)6.3(vices, and)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.824 633.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 621.266 Tm -.005 Tc (build and continuously update their threat)Tj ET EMC /P <>BDC BT 9 0 0 9 524.0167 621.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 609.266 Tm -.005 Tc [(intelligence. Big MSSP players beha)7.3(ve as the)]TJ ET EMC /P <>BDC BT 9 0 0 9 536.46 609.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 597.266 Tm -.005 Tc [(concentr)19.5(at)9.8(ors of security data or a constellation of)]TJ ET EMC /P <>BDC BT 9 0 0 9 559.6416 597.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 585.266 Tm -.005 Tc (sensors on a global scale; the more data are fueling)Tj ET EMC /P <>BDC BT 9 0 0 9 563.5967 585.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 573.266 Tm -.005 Tc [(the MSSP ser)-8.8(vice, the better predictability of their)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.4604 573.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 561.266 Tm -.005 Tc (security knowledge and the better security)Tj ET EMC /P <>BDC BT 9 0 0 9 526.8556 561.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 549.266 Tm -.005 Tc [(pr)9.8(otection. )19.5(This is shown in )]TJ ET EMC /P <>BDC BT /TT12 1 Tf 9 0 0 9 470.6016 549.266 Tm 0 Tc ()Tj /TT6 1 Tf .6034 0 TD -.005 Tc (gure 3)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 501.4877 549.266 Tm 0 Tc (.)Tj ET EMC /P <>BDC BT 9 0 0 9 503.8116 549.266 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 525.266 Tm -.005 Tc [(The real power and competitive adv)7.3(antage come)]TJ ET EMC /P <>BDC BT 9 0 0 9 552.4375 525.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 513.2659 Tm -.005 Tc [(with the possibility t)9.8(o)0( predict and stay ahead of)]TJ ET EMC /P <>BDC BT 9 0 0 9 546.0613 513.2659 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 501.266 Tm -.005 Tc [(security threats. )19.5(This is fully true for an MSSP)158.2(, but)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.8373 501.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 489.266 Tm -.005 Tc [(the same is applicable t)9.8(o)0( any enterprise.)]TJ ET EMC /P <>BDC BT 9 0 0 9 519.03 489.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 360.2058 463.266 Tm .72 .13 .61 .01 k -.005 Tc [(Security Intelligence Defense F)12.7(r)14.6(amework )]TJ ET EMC /P <>BDC BT 11 0 0 11 563.6176 463.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 360.2058 445.266 Tm 0 0 0 1 k -.005 Tc [(A)8.3(t)0( the hear)-24.4(t of the Security Intelligence Defense)]TJ ET EMC /P <>BDC BT 9 0 0 9 547.8279 445.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 433.266 Tm -.005 Tc [(F)12.7(r)19.5(amework pr)9.8(oposed here is the enterprise data)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.1055 433.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 421.266 Tm -.005 Tc (lake \()Tj ET EMC /P <>BDC BT /TT12 1 Tf 9 0 0 9 381.6494 421.266 Tm 0 Tc ()Tj /TT6 1 Tf .6034 0 TD -.005 Tc (gure 4)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 412.5356 421.266 Tm [(\). )19.5(The data lake ingests security and)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.5064 421.266 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 360.2058 409.266 Tm -.005 Tc [(nonsecurity data coming fr)9.8(om different internal or)]TJ ET EMC /P <>BDC BT 9 0 0 9 556.8619 409.266 Tm 0 Tc ( )Tj ET EMC /Figure <>BDC Q q 1 i 142.221 386.04 425.049 -324.168 re W n 142.206 386.04 425.064 -324.183 re W n 141.206 386.04 426.742 -324.041 re 559.09 409.266 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .10588 .015686 .094118 0 k /GS1 gs 142.221 61.92 423.162 309.767 re f Q q 1 i 142.206 386.04 425.064 -324.183 re W n 141.206 386.04 426.742 -324.041 re 559.09 409.266 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .56471 .24314 .086274 0 k /GS1 gs 143.741 370.052 423.528 15.988 re f 0 0 0 0 K 0 J 0 j 2.014 w 10 M [] 0 d q 1 0 0 1 146.064 368.719 cm 0 0 m 420.696 0 l S Q BT /F2 1 Tf 9 0 0 9 246.7918 373.874 Tm 0 0 0 0 k .0001 Tc -.0001 Tw [(Figur)10(e).2( 3MSSP: A Constellation of Sensors on a Global Scale)]TJ ET .5451 .10196 .50196 0 k q 1 0 0 1 486.018 215.008 cm 0 0 m 0 -45.801 -39.002 -82.93 -87.114 -82.93 c -135.225 -82.93 -174.226 -45.801 -174.226 0 c -174.226 45.801 -135.225 82.93 -87.114 82.93 c -39.002 82.93 0 45.801 0 0 c f Q 0 0 0 1 K 1.088 w q 1 0 0 1 486.018 215.008 cm 0 0 m 0 -45.801 -39.002 -82.93 -87.114 -82.93 c -135.225 -82.93 -174.226 -45.801 -174.226 0 c -174.226 45.801 -135.225 82.93 -87.114 82.93 c -39.002 82.93 0 45.801 0 0 c s Q .36471 .066667 .33333 0 k q 1 0 0 1 455.407 210.145 cm 0 0 m 0 -27.735 -26.002 -50.218 -58.076 -50.218 c -90.152 -50.218 -116.154 -27.735 -116.154 0 c -116.154 27.733 -90.152 50.217 -58.076 50.217 c -26.002 50.217 0 27.733 0 0 c f Q 1.091 w q 1 0 0 1 455.407 210.145 cm 0 0 m 0 -27.735 -26.002 -50.218 -58.076 -50.218 c -90.152 -50.218 -116.154 -27.735 -116.154 0 c -116.154 27.733 -90.152 50.217 -58.076 50.217 c -26.002 50.217 0 27.733 0 0 c s Q 0 0 0 0 k q 1 0 0 1 432.638 210.25 cm 0 0 m 0 -13.702 -15.277 -24.809 -34.122 -24.809 c -52.967 -24.809 -68.243 -13.702 -68.243 0 c -68.243 13.702 -52.967 24.81 -34.122 24.81 c -15.277 24.81 0 13.702 0 0 c f Q 1.069 w q 1 0 0 1 432.638 210.25 cm 0 0 m 0 -13.702 -15.277 -24.809 -34.122 -24.809 c -52.967 -24.809 -68.243 -13.702 -68.243 0 c -68.243 13.702 -52.967 24.81 -34.122 24.81 c -15.277 24.81 0 13.702 0 0 c s Q .56471 .24314 .086274 0 k q 1 0 0 1 421.121 211.139 cm 0 0 m 0 -13.057 -10.584 -23.642 -23.641 -23.642 c -36.697 -23.642 -47.282 -13.057 -47.282 0 c -47.282 13.056 -36.697 23.641 -23.641 23.641 c -10.584 23.641 0 13.056 0 0 c f Q 1.027 w q 1 0 0 1 421.121 211.139 cm 0 0 m 0 -13.057 -10.584 -23.642 -23.641 -23.642 c -36.697 -23.642 -47.282 -13.057 -47.282 0 c -47.282 13.056 -36.697 23.641 -23.641 23.641 c -10.584 23.641 0 13.056 0 0 c s Q .2549 .11373 .035294 0 k q 1 0 0 1 344.627 313.238 cm 0 0 m 0 -4.5776 -3.711 -8.2891 -8.289 -8.2891 c -12.867 -8.2891 -16.578 -4.5776 -16.578 0 c -16.578 4.5781 -12.867 8.2891 -8.289 8.2891 c -3.711 8.2891 0 4.5781 0 0 c f Q 1.136 w q 1 0 0 1 344.627 313.238 cm 0 0 m 0 -4.5776 -3.711 -8.2891 -8.289 -8.2891 c -12.867 -8.2891 -16.578 -4.5776 -16.578 0 c -16.578 4.5781 -12.867 8.2891 -8.289 8.2891 c -3.711 8.2891 0 4.5781 0 0 c s Q q 1 0 0 1 340.268 293.14 cm 0 0 m 0 -4.5782 -3.712 -8.2895 -8.29 -8.2895 c -12.868 -8.2895 -16.579 -4.5782 -16.579 0 c -16.579 4.5776 -12.868 8.289 -8.29 8.289 c -3.712 8.289 0 4.5776 0 0 c f Q q 1 0 0 1 340.268 293.14 cm 0 0 m 0 -4.5782 -3.712 -8.2895 -8.29 -8.2895 c -12.868 -8.2895 -16.579 -4.5782 -16.579 0 c -16.579 4.5776 -12.868 8.289 -8.29 8.289 c -3.712 8.289 0 4.5776 0 0 c s Q q 1 0 0 1 277.419 236.766 cm 0 0 m 0 -4.578 -3.711 -8.289 -8.289 -8.289 c -12.866 -8.289 -16.578 -4.578 -16.578 0 c -16.578 4.578 -12.866 8.289 -8.289 8.289 c -3.711 8.289 0 4.578 0 0 c f Q q 1 0 0 1 277.419 236.766 cm 0 0 m 0 -4.578 -3.711 -8.289 -8.289 -8.289 c -12.866 -8.289 -16.578 -4.578 -16.578 0 c -16.578 4.578 -12.866 8.289 -8.289 8.289 c -3.711 8.289 0 4.578 0 0 c s Q q 1 0 0 1 312.819 239.888 cm 0 0 m 0 -4.578 -3.711 -8.289 -8.289 -8.289 c -12.867 -8.289 -16.578 -4.578 -16.578 0 c -16.578 4.578 -12.867 8.29 -8.289 8.29 c -3.711 8.29 0 4.578 0 0 c f Q q 1 0 0 1 312.819 239.888 cm 0 0 m 0 -4.578 -3.711 -8.289 -8.289 -8.289 c -12.867 -8.289 -16.578 -4.578 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[(Cust)13.9(omer)]TJ 9.5334 -3.397 TD [(Cust)13.9(omer)]TJ -2.4107 -5.7529 TD [(Cust)13.9(omer)]TJ 9.4238 -.5479 TD [(Cust)13.9(omer)]TJ 5.0551 10.5383 TD (MSSP)Tj -.7666 -1.2 TD [(Data Lak)11.1(e)]TJ 12.9704 -.4075 TD [(Cust)14(omer)]TJ -2.7395 10.3552 TD [(Cust)14(omer)]TJ 8.365 11.2262 -11.2262 8.365 335.8178 244.52 Tm (M)Tj 9.6135 10.1775 -10.1775 9.6135 342.0508 252.763 Tm (S)Tj 10.5528 9.2 -9.2 10.5528 347.0798 258.103 Tm (S)Tj 11.4162 8.1037 -8.1037 11.4162 352.6028 262.946 Tm (P)Tj 11.9672 7.2654 -7.2654 11.9672 358.9888 267.384 Tm ( )Tj 12.4426 6.4172 -6.4172 12.4426 361.5688 269.044 Tm (S)Tj 12.9803 5.2451 -5.2451 12.9803 368.1068 272.405 Tm (e)Tj 13.3787 4.1245 -4.1245 13.3787 374.1318 274.842 Tm (c)Tj 13.684 2.9578 -2.9578 13.684 380.0898 276.699 Tm (u)Tj 13.865 1.9393 -1.9393 13.865 386.6348 278.078 Tm (r)Tj 13.9474 1.2124 -1.2124 13.9474 391.1088 278.692 Tm (i)Tj 13.9906 .5135 -.5135 13.9906 394.5268 279.001 Tm (t)Tj 13.9939 -.4141 .4141 13.9939 398.6498 279.19 Tm (y)Tj 13.9435 -1.2563 1.2563 13.9435 404.7578 278.969 Tm ( )Tj 13.8733 -1.8795 1.8795 13.8733 407.8588 278.698 Tm (I)Tj 13.7111 -2.8295 2.8295 13.7111 411.4728 278.268 Tm (n)Tj 13.4708 -3.8129 3.8129 13.4708 418.0458 276.87 Tm (t)Tj 13.1664 -4.7588 4.7588 13.1664 422.0258 275.794 Tm (e)Tj 12.8226 -5.6198 5.6198 12.8226 428.1708 273.523 Tm (l)Tj 12.5551 -6.1943 6.1943 12.5551 431.2858 272.161 Tm (l)Tj 12.2607 -6.7584 6.7584 12.2607 434.3508 270.651 Tm (i)Tj 11.7719 -7.5777 7.5777 11.7719 437.3438 269.075 Tm (g)Tj 11.0605 -8.5829 8.5829 11.0605 443.0828 265.384 Tm (e)Tj 10.2704 -9.5141 9.5141 10.2704 448.2328 261.402 Tm (n)Tj 9.4222 -10.3548 10.3548 9.4222 453.1358 256.859 Tm (c)Tj 8.5156 -11.1123 11.1123 8.5156 457.3518 252.247 Tm (e)Tj 6.3205 7.149 -9.6246 8.5091 353.4468 223.215 Tm (D)Tj 6.7755 6.7194 -9.0462 9.1217 356.9278 227.14 Tm (a)Tj 7.1138 6.3601 -8.5625 9.5772 360.0428 230.207 Tm (t)Tj 7.4484 5.9648 -8.0302 10.0276 362.1298 232.106 Tm (a)Tj 7.7428 5.5774 -7.5087 10.4239 365.5658 234.825 Tm ( )Tj 8.0272 5.1596 -6.9462 10.8068 367.2188 236.058 Tm (F)Tj 8.3865 4.5524 -6.1288 11.2905 370.8228 238.388 Tm (e)Tj 8.7206 3.8742 -5.2158 11.7403 374.6818 240.492 Tm (e)Tj 9.0154 3.1273 -4.2102 12.1372 378.6828 242.283 Tm (d)Tj 9.1993 2.5359 -3.414 12.3848 383.0418 243.756 Tm ( )Tj 9.342 1.9456 -2.6193 12.5769 385.0188 244.344 Tm (a)Tj 9.4771 1.1142 -1.5 12.7588 389.2088 245.231 Tm (n)Tj 9.5393 .2433 -.3275 12.8425 393.6898 245.767 Tm (d)Tj 9.5342 -.3951 .532 12.8357 398.2738 245.847 Tm ( )Tj 9.4766 -1.1192 1.5067 12.7581 400.2928 245.837 Tm (A)Tj 9.315 -2.0708 2.7879 12.5406 405.7368 245.181 Tm (g)Tj 9.0893 -2.9056 3.9117 12.2367 410.2328 244.19 Tm (g)Tj 8.8522 -3.5633 4.7971 11.9174 414.6558 242.748 Tm (r)Tj 8.5944 -4.1466 5.5824 11.5704 417.3748 241.687 Tm (e)Tj 8.236 -4.8193 6.4881 11.088 421.3428 239.785 Tm (g)Tj 7.8501 -5.4252 7.3038 10.5685 425.3488 237.438 Tm (a)Tj 7.528 -5.8641 7.8947 10.1347 428.9198 234.947 Tm (t)Tj 7.2901 -6.1573 8.2894 9.8145 431.1608 233.198 Tm (i)Tj 6.9664 -6.5212 8.7794 9.3787 432.9268 231.748 Tm (o)Tj 6.5318 -6.9565 9.3654 8.7936 436.3008 228.592 Tm (n)Tj ET EMC /Artifact <>BDC Q q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .5 .26 .09 0 k /GS1 gs .12 533.026 346.586 145.671 re f EMC /P <>BDC BT /TT20 1 Tf 47 .1128 -.1128 47 31.4026 633.1691 Tm 0 .349 .902 0 k 0 Tc 0 Tw ()Tj ET EMC /P <>BDC BT /TT2 1 Tf 14 .0336 -.0336 14 45.262 653.2028 Tm 0 0 0 0 k [( WITH BIG V)6.3(O)0(L)26.4(UMES OF DA)63(T)38.6(A)0( COMING FROM)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 333.5471 653.8947 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 31.3979 635.1694 Tm [(MANY CUST)13.7(OMERS AND SENSORS ACROSS)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 308.8892 635.8353 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 31.441 617.1694 Tm [(THE GL)31.7(OBE, MSSPS CAN ST)38.6(A)45.9(Y)0( AHEAD OF)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 294.1599 617.7999 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 31.4842 599.1694 Tm -.0195 Tw [(EMERGING THREA)63(T)7.8(S, )-19.5(UNDERST)38.6(AND TRENDS)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 315.039 599.8499 Tm 0 Tw ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 31.5275 581.1694 Tm (ACROSS MILLIONS OF USERS AND DEVICES,)Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 310.673 581.8394 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 31.5706 563.1694 Tm [(AND BUILD AND CONTINUOUSL)116.7(Y UPDA)63(TE )19.5(THEIR)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 335.1547 563.898 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 31.6138 545.1694 Tm [(THREA)63(T)19.5( INTELLIGENCE. )]TJ ET EMC /P <>BDC BT /TT20 1 Tf 47 .1128 -.1128 47 187.036 525.542 Tm 0 .349 .902 0 k ()Tj ET EMC Q endstream endobj 201 0 obj <>/ExtGState<>>> endobj 221 0 obj <> endobj 227 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 490.9954 20.9379 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 512.4738 20.9379 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 543.321 20.9379 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 572.364 0 .51599 31.289 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 587.3827 20.9379 Tm .5 .26 .09 0 k (5)Tj ET EMC /P <>BDC /GS2 gs BT 9 0 0 9 34.8566 378.4581 Tm 0 0 0 1 k -.005 Tc [(external sour)9.3(ces. )19.5(The more data a)7.3(v)7.3(ailable fr)9.8(om)]TJ ET EMC /P <>BDC BT 9 0 0 9 220.3152 378.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 366.4581 Tm -.005 Tc [(different sour)9.3(ces, the better security prediction and)]TJ ET EMC /P <>BDC BT 9 0 0 9 236.0974 366.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 354.4581 Tm -.005 Tc (insights about emerging threats inside and outside)Tj ET EMC /P <>BDC BT 9 0 0 9 234.8789 354.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 342.4581 Tm -.005 Tc [(the enterprise. )19.5(Then, data sour)9.3(ce aggregation is)]TJ ET EMC /P <>BDC BT 9 0 0 9 222.7082 342.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 330.4581 Tm -.005 Tc [(implemented by connecting v)7.3(arious security and)]TJ ET EMC /P <>BDC BT 9 0 0 9 225.7072 330.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 318.4581 Tm -.005 Tc [(nonsecurity data sour)9.3(ces t)9.8(o)0( the enterprise data)]TJ ET EMC /P <>BDC BT 9 0 0 9 220.938 318.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 306.4581 Tm -.005 Tc [(lake. Data can take the form of aler)-24.4(ts, logs, incident)]TJ ET EMC /P <>BDC BT 9 0 0 9 236.7688 306.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 294.4581 Tm -.005 Tc (information, application access logs, data loss)Tj ET EMC /P <>BDC BT 9 0 0 9 217.8443 294.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 282.4581 Tm -.005 Tc [(pre)6.3(vention \(DLP\) logs and SIEM logs. )]TJ ET EMC /P <>BDC BT 9 0 0 9 183.3884 282.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 258.4581 Tm -.005 Tc [(The next layer centr)19.5(alizes and continuously)]TJ ET EMC /P <>BDC BT 9 0 0 9 204.8055 258.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 246.4581 Tm -.005 Tc [(enriches the enterprise)39.1()54.7(s)0( security intelligence)]TJ ET EMC /P <>BDC BT 9 0 0 9 211.3097 246.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 234.4581 Tm -.005 Tc [(knowledge. )19.5(This layer inter)9.3(connects v)7.3(arious)]TJ ET EMC /P <>BDC BT 9 0 0 9 207.4072 234.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 222.4581 Tm -.005 Tc (external or internal threat feeds augmented with)Tj ET EMC /P <>BDC BT 9 0 0 9 224.299 222.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 210.4581 Tm -.005 Tc [(predictive and aut)9.8(omated response capabilities.)]TJ ET EMC /P <>BDC BT 9 0 0 9 224.1505 210.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 198.4581 Tm -.005 Tc [(P)6.3(owered by ML and big data analytics o)7.3(ver the)]TJ ET EMC /P <>BDC BT 9 0 0 9 218.4441 198.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 186.4581 Tm -.005 Tc (large data sets ingested at the data aggregation)Tj ET EMC /P <>BDC BT 9 0 0 9 223.7057 186.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 174.4581 Tm -.005 Tc [(layer)60.1(, the primary objective here is t)9.8(o)0( continuously)]TJ ET EMC /P <>BDC BT 9 0 0 9 230.9701 174.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 162.4581 Tm -.005 Tc [(update the )19.5(T)-7.8(TPs and IoCs in real time, near real)]TJ ET EMC /P <>BDC BT 9 0 0 9 221.2316 162.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 150.4581 Tm -.005 Tc [(time or as the result of batch pr)9.8(ocessing. )19.5(The)]TJ ET EMC /P <>BDC BT 9 0 0 9 213.508 150.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 138.4581 Tm -.005 Tc (enterprise security intelligence knowledge is,)Tj ET EMC /P <>BDC BT 9 0 0 9 210.9152 138.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 126.4581 Tm -.005 Tc [(therefore, continuously enriched with unco)7.3(vered)]TJ ET EMC /P <>BDC BT 9 0 0 9 224.0494 126.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 114.4581 Tm -.005 Tc (emerging threats, ongoing attacks, new IoCs and)Tj ET EMC /P <>BDC BT 9 0 0 9 227.1255 114.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 34.8566 102.4581 Tm -.005 Tc [(T)-7.8(TCs, new threat detection algorithms, and updated)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.9658 102.4581 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 380.2834 Tm -.005 Tc [(security oper)19.5(ation playbooks \()]TJ ET EMC /P <>BDC BT /TT12 1 Tf 9 0 0 9 373.1957 380.2834 Tm 0 Tc ()Tj /TT6 1 Tf .6034 0 TD -.005 Tc (gure 1)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 404.082 380.2834 Tm (\). Combining)Tj ET EMC /P <>BDC BT 9 0 0 9 457.6818 380.2834 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 368.2834 Tm -.005 Tc [(aut)9.8(omation and machine intelligence will enable)]TJ ET EMC /P <>BDC BT 9 0 0 9 444.2332 368.2834 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 356.2834 Tm -.005 Tc [(increased use of predictive analytics t)9.8(o)0( anticipate)]TJ ET EMC /P <>BDC BT 9 0 0 9 449.4674 356.2834 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 344.2834 Tm -.005 Tc [(and mitigate threats earlier and more effectively.)83()]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 448.1666 348.0583 Tm 0 Tc (6)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 451.1538 348.0583 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 320.2833 Tm -.005 Tc [(The t)9.8(op of the fr)19.5(amework is the SO)10.3(AR layer)60.1(. F)10.7(ueled)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.2893 320.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 308.2833 Tm -.005 Tc [(by the predictive and inter)9.3(connected security)]TJ ET EMC /P <>BDC BT 9 0 0 9 430.9111 308.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 296.2833 Tm -.005 Tc [(intelligence knowledge fr)9.8(om the pre)6.3(vious layer)60.1(, it)]TJ ET EMC /P <>BDC BT 9 0 0 9 445.8472 296.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 284.2833 Tm -.005 Tc [(allows the organization t)9.8(o)0( or)9.3(chestr)19.5(ate and)]TJ ET EMC /P <>BDC BT 9 0 0 9 420.5079 284.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 272.2833 Tm -.005 Tc [(aut)9.8(omate security oper)19.5(ations based on work)]TJ /TT1 1 Tf 19.5225 0 TD 0 Tc <000f>Tj /TT2 1 Tf .5629 0 TD -.005 Tc (ows)Tj ET EMC /P <>BDC BT 9 0 0 9 451.6038 272.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 260.2833 Tm -.005 Tc [(and playbooks. Security threat detection fr)9.8(om the)]TJ ET EMC /P <>BDC BT 9 0 0 9 448.8146 260.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 248.2833 Tm -.005 Tc (security intelligence layer triggers work)Tj /TT1 1 Tf 17.0695 0 TD 0 Tc <000f>Tj /TT2 1 Tf .5629 0 TD -.005 Tc (ows)Tj ET EMC /P <>BDC BT 9 0 0 9 429.5269 248.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 236.2833 Tm -.005 Tc [(inv)7.3(olving the SOC team and the security incident)]TJ ET EMC /P <>BDC BT 9 0 0 9 444.6364 236.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 224.2833 Tm -.005 Tc [(response team \(SIR)39.1(T\) and pr)9.8(o)7.3(vides aut)9.8(omated or)]TJ ET EMC /P <>BDC BT 9 0 0 9 448.4135 224.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 212.2833 Tm -.005 Tc [(semi-aut)9.8(omated responses t)9.8(o)0( security e)6.3(vents. )]TJ ET EMC /P <>BDC BT 9 0 0 9 438.8213 212.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 254.4339 186.2833 Tm .72 .13 .61 .01 k -.005 Tc [(Security Intelligence Inter)9.3(connectivity)]TJ ET EMC /P <>BDC BT 11 0 0 11 439.6282 186.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 254.4339 168.2833 Tm 0 0 0 1 k -.005 Tc [(Inter)9.3(connectivity is an impor)-24.4(tant aspect of the)]TJ ET EMC /P <>BDC BT 9 0 0 9 435.765 168.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 156.2833 Tm -.005 Tc [(security intelligence notion intr)9.8(oduced here:)]TJ ET EMC /P <>BDC BT 9 0 0 9 426.3144 156.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT4 1 Tf 9 0 0 9 272.4339 138.2833 Tm -.005 Tc (The globalization and increasing)Tj ET EMC /P <>BDC BT 9 0 0 9 397.9084 138.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 272.4339 126.2833 Tm -.005 Tc (complexity of modern cyber security)Tj ET EMC /P <>BDC BT 9 0 0 9 413.0093 126.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 272.4339 114.2833 Tm -.005 Tc [(oper)19.5(ations ha)7.3(ve made it vir)-24.4(tually)]TJ ET EMC /P <>BDC BT 9 0 0 9 397.903 114.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 272.4339 102.2833 Tm -.005 Tc [(impossible for any organization t)9.8(o)0( pr)9.8(operly)]TJ ET EMC /P <>BDC BT 9 0 0 9 437.8433 102.2833 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 272.4339 90.2833 Tm -.005 Tc (manage cyber threats and cyber incidents)Tj ET EMC /P <>BDC BT 9 0 0 9 434.2122 90.2833 Tm 0 Tc ( )Tj ET EMC /Figure <>BDC Q q 1 i 35.872 682.345 424.049 -300.63 re W n 35.857 682.357 424.064 -300.642 re W n 33.857 682.357 425.064 -283.463 re 436.418 90.283 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .10588 .015686 .094118 0 k /GS1 gs 35.872 398.88 423.128 269.124 re f .56471 .24314 .086274 0 k 36.392 666.369 422.608 15.976 re f Q q 1 i 35.857 682.357 424.064 -300.642 re W n 33.857 682.357 425.064 -283.463 re 436.418 90.283 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n 0 0 0 0 K 0 J 0 j 2.014 w 10 M [] 0 d /GS1 gs q 1 0 0 1 38.715 665.036 cm 0 0 m 420.696 0 l S Q BT /F2 1 Tf 9 0 0 9 156.4895 670.1909 Tm 0 0 0 0 k 0 Tc 0 Tw [(Figur)9.8(e).1( 4Security Intelligence Def)14(e).1(nse F)13.7(r)14.8(amework)]TJ ET .56471 .24314 .086274 0 k q 1 0 0 1 450.773 533.405 cm 0 0 m 0 -68.413 -90.566 -123.873 -202.285 -123.873 c -314.003 -123.873 -404.569 -68.413 -404.569 0 c -404.569 68.413 -314.003 123.873 -202.285 123.873 c -90.566 123.873 0 68.413 0 0 c f Q 0 0 0 1 K 1.528 w q 1 0 0 1 450.773 533.405 cm 0 0 m 0 -68.413 -90.566 -123.873 -202.285 -123.873 c -314.003 -123.873 -404.569 -68.413 -404.569 0 c -404.569 68.413 -314.003 123.873 -202.285 123.873 c -90.566 123.873 0 68.413 0 0 c s Q 0 0 0 0 k q 1 0 0 1 425.914 528.462 cm 0 0 m 0 -59.366 -79.646 -107.492 -177.893 -107.492 c -276.14 -107.492 -355.785 -59.366 -355.785 0 c -355.785 59.366 -276.14 107.492 -177.893 107.492 c -79.646 107.492 0 59.366 0 0 c f Q 1.334 w q 1 0 0 1 425.914 528.462 cm 0 0 m 0 -59.366 -79.646 -107.492 -177.893 -107.492 c -276.14 -107.492 -355.785 -59.366 -355.785 0 c -355.785 59.366 -276.14 107.492 -177.893 107.492 c -79.646 107.492 0 59.366 0 0 c s Q .24706 .047059 .23137 0 k q 1 0 0 1 388.487 526.001 cm 0 0 m 0 -46.92 -62.805 -84.956 -140.279 -84.956 c -217.753 -84.956 -280.557 -46.92 -280.557 0 c -280.557 46.92 -217.753 84.957 -140.279 84.957 c -62.805 84.957 0 46.92 0 0 c f Q .5451 .10196 .50196 0 K 5 w q 1 0 0 1 388.487 526.001 cm 0 0 m 0 -46.92 -62.805 -84.956 -140.279 -84.956 c -217.753 -84.956 -280.557 -46.92 -280.557 0 c -280.557 46.92 -217.753 84.957 -140.279 84.957 c -62.805 84.957 0 46.92 0 0 c s Q 0 0 0 0 k q 1 0 0 1 340.051 526.29 cm 0 0 m 0 -19.121 -40.321 -34.623 -90.059 -34.623 c -139.798 -34.623 -180.119 -19.121 -180.119 0 c -180.119 19.122 -139.798 34.623 -90.059 34.623 c -40.321 34.623 0 19.122 0 0 c f Q 0 0 0 1 K .539 w q 1 0 0 1 340.051 526.29 cm 0 0 m 0 -19.121 -40.321 -34.623 -90.059 -34.623 c -139.798 -34.623 -180.119 -19.121 -180.119 0 c -180.119 19.122 -139.798 34.623 -90.059 34.623 c -40.321 34.623 0 19.122 0 0 c s Q .56471 .24314 .086274 0 k q 1 0 0 1 290.784 520.122 cm 0 0 m 0 -19.875 -19.033 -35.986 -42.511 -35.986 c -65.989 -35.986 -85.022 -19.875 -85.022 0 c -85.022 19.875 -65.989 35.986 -42.511 35.986 c -19.033 35.986 0 19.875 0 0 c f Q .535 w q 1 0 0 1 290.784 520.122 cm 0 0 m 0 -19.875 -19.033 -35.986 -42.511 -35.986 c -65.989 -35.986 -85.022 -19.875 -85.022 0 c -85.022 19.875 -65.989 35.986 -42.511 35.986 c -19.033 35.986 0 19.875 0 0 c s Q .24706 .047059 .23137 0 k q 1 0 0 1 232.054 571.587 cm 0 0 m 0 -5.534 -8.188 -10.02 -18.289 -10.02 c -28.39 -10.02 -36.578 -5.534 -36.578 0 c -36.578 5.535 -28.39 10.021 -18.289 10.021 c -8.188 10.021 0 5.535 0 0 c f Q .544 w q 1 0 0 1 232.054 571.587 cm 0 0 m 0 -5.534 -8.188 -10.02 -18.289 -10.02 c -28.39 -10.02 -36.578 -5.534 -36.578 0 c -36.578 5.535 -28.39 10.021 -18.289 10.021 c -8.188 10.021 0 5.535 0 0 c s Q q 1 0 0 1 198.408 554.452 cm 0 0 m 0 -5.534 -8.188 -10.02 -18.288 -10.02 c -28.389 -10.02 -36.577 -5.534 -36.577 0 c -36.577 5.534 -28.389 10.021 -18.288 10.021 c -8.188 10.021 0 5.534 0 0 c f Q q 1 0 0 1 198.408 554.452 cm 0 0 m 0 -5.534 -8.188 -10.02 -18.288 -10.02 c -28.389 -10.02 -36.577 -5.534 -36.577 0 c -36.577 5.534 -28.389 10.021 -18.288 10.021 c -8.188 10.021 0 5.534 0 0 c s Q q 1 0 0 1 187.485 496.31 cm 0 0 m 0 -5.906 -8.939 -10.693 -19.967 -10.693 c -30.995 -10.693 -39.934 -5.906 -39.934 0 c -39.934 5.904 -30.995 10.691 -19.967 10.691 c -8.939 10.691 0 5.904 0 0 c f Q .587 w q 1 0 0 1 187.485 496.31 cm 0 0 m 0 -5.906 -8.939 -10.693 -19.967 -10.693 c -30.995 -10.693 -39.934 -5.906 -39.934 0 c -39.934 5.904 -30.995 10.691 -19.967 10.691 c -8.939 10.691 0 5.904 0 0 c s Q q 1 0 0 1 188.101 529.92 cm 0 0 m 0 -6.043 -10.21 -10.942 -22.804 -10.942 c -35.398 -10.942 -45.607 -6.043 -45.607 0 c -45.607 6.042 -35.398 10.94 -22.804 10.94 c -10.21 10.94 0 6.042 0 0 c f Q .635 w q 1 0 0 1 188.101 529.92 cm 0 0 m 0 -6.043 -10.21 -10.942 -22.804 -10.942 c -35.398 -10.942 -45.607 -6.043 -45.607 0 c -45.607 6.042 -35.398 10.94 -22.804 10.94 c -10.21 10.94 0 6.042 0 0 c s Q q 1 0 0 1 266.882 581.292 cm 0 0 m 0 -5.5341 -7.711 -10.021 -17.223 -10.021 c -26.735 -10.021 -34.446 -5.5341 -34.446 0 c -34.446 5.5345 -26.735 10.021 -17.223 10.021 c -7.711 10.021 0 5.5345 0 0 c f Q .528 w q 1 0 0 1 266.882 581.292 cm 0 0 m 0 -5.5341 -7.711 -10.021 -17.223 -10.021 c -26.735 -10.021 -34.446 -5.5341 -34.446 0 c -34.446 5.5345 -26.735 10.021 -17.223 10.021 c -7.711 10.021 0 5.5345 0 0 c s Q q 1 0 0 1 305.224 574.195 cm 0 0 m 0 -5.534 -8.653 -10.02 -19.326 -10.02 c -30 -10.02 -38.653 -5.534 -38.653 0 c -38.653 5.535 -30 10.021 -19.326 10.021 c -8.653 10.021 0 5.535 0 0 c f Q .559 w q 1 0 0 1 305.224 574.195 cm 0 0 m 0 -5.534 -8.653 -10.02 -19.326 -10.02 c -30 -10.02 -38.653 -5.534 -38.653 0 c -38.653 5.535 -30 10.021 -19.326 10.021 c -8.653 10.021 0 5.535 0 0 c s Q q 1 0 0 1 330.18 555.309 cm 0 0 m 0 -5.534 -7.809 -10.02 -17.443 -10.02 c -27.076 -10.02 -34.886 -5.534 -34.886 0 c -34.886 5.535 -27.076 10.021 -17.443 10.021 c -7.809 10.021 0 5.535 0 0 c f Q .531 w q 1 0 0 1 330.18 555.309 cm 0 0 m 0 -5.534 -7.809 -10.02 -17.443 -10.02 c -27.076 -10.02 -34.886 -5.534 -34.886 0 c -34.886 5.535 -27.076 10.021 -17.443 10.021 c -7.809 10.021 0 5.535 0 0 c s Q q 1 0 0 1 349.063 531.299 cm 0 0 m 0 -5.534 -7.887 -10.021 -17.616 -10.021 c -27.346 -10.021 -35.233 -5.534 -35.233 0 c -35.233 5.534 -27.346 10.02 -17.616 10.02 c -7.887 10.02 0 5.534 0 0 c f Q .534 w q 1 0 0 1 349.063 531.299 cm 0 0 m 0 -5.534 -7.887 -10.021 -17.616 -10.021 c -27.346 -10.021 -35.233 -5.534 -35.233 0 c -35.233 5.534 -27.346 10.02 -17.616 10.02 c -7.887 10.02 0 5.534 0 0 c s Q q 1 0 0 1 351.904 504.781 cm 0 0 m 0 -5.534 -7.929 -10.02 -17.709 -10.02 c -27.489 -10.02 -35.418 -5.534 -35.418 0 c -35.418 5.534 -27.489 10.021 -17.709 10.021 c -7.929 10.021 0 5.534 0 0 c f Q .535 w q 1 0 0 1 351.904 504.781 cm 0 0 m 0 -5.534 -7.929 -10.02 -17.709 -10.02 c -27.489 -10.02 -35.418 -5.534 -35.418 0 c -35.418 5.534 -27.489 10.021 -17.709 10.021 c -7.929 10.021 0 5.534 0 0 c s Q .28235 .11765 .039216 0 k q 1 0 0 1 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253.5076 525.4698 Tm (r)Tj 11.9752 -.771 .771 11.9752 257.4225 525.3198 Tm (i)Tj 11.9406 -1.1919 1.1919 11.9406 260.3766 525.1528 Tm (s)Tj 11.8657 -1.79 1.79 11.8657 265.6985 524.6309 Tm (e)Tj 11.8733 1.7388 -1.7388 11.8733 227.9875 510.9128 Tm (D)Tj 11.9264 1.327 -1.327 11.9264 234.6346 511.8778 Tm (a)Tj 11.9582 1.0002 -1.0002 11.9582 240.2005 512.4858 Tm (t)Tj 11.9821 .6545 -.6545 11.9821 243.8255 512.8038 Tm (a)Tj 11.9956 .3263 -.3263 11.9956 249.4006 513.0908 Tm ( )Tj 12 -.0277 .0277 12 252.1266 513.1879 Tm (L)Tj 11.9881 -.5341 .5341 11.9881 257.7825 513.1769 Tm (a)Tj 11.9509 -1.0838 1.0838 11.9509 263.3235 512.9358 Tm (k)Tj 11.8825 -1.675 1.675 11.8825 268.8195 512.4448 Tm (e)Tj 6 0 0 6 203.4045 574.3668 Tm .0001 Tc (Endpoint)Tj .1503 -.8333 TD -.0004 Tc (security)Tj .7575 -.8333 TD .0002 Tc (logs)Tj 5.478 2.3595 TD .0001 Tc (CMDB)Tj 5.9088 -.4453 TD .0004 Tc (CI/data)Tj -.1395 -1 TD -.0002 Tc (labeling)Tj 4.572 -2.1747 TD -.0001 Tc .0001 Tw (NW and)Tj -.0557 -1 TD .0001 Tc -.0001 Tw (FW logs)Tj 2.7858 -3.6697 TD (IPS logs)Tj .8892 -3.5078 TD -.0001 Tc 0 Tw [(Sour)10.2(ce)]TJ -.299 -.8333 TD .0002 Tc (code/DB)Tj .841 -.8333 TD (logs)Tj -2.3518 -2.0653 TD -.0057 Tc [(Pe)-6(n)-5.4(t)-5.3(e)-6(s)-6.6(t)]TJ .16 -1 TD -.0004 Tc [(r)9.7(e).9(sults)]TJ -4.249 -2.3302 TD .0003 Tc -.0003 Tw (SIEM logs)Tj -6.2098 -1.5313 TD -.0003 Tc 0 Tw [(V)12.8(u)-.3(lner)15(a)-1(bility)]TJ .0267 -1 TD 0 Tc [(scan r)9.6(e).7(por)-22.9(t).3(s)]TJ -8.6863 1.8073 TD -.0002 Tc .0002 Tw [(Activ)6.4(e Dir)9.8(e).5(ct)15(or)-8.3(y)80.3(,)]TJ .0155 -.8333 TD .0001 Tc -.0001 Tw [(I)-9(A).1(M, application)]TJ .9203 -.8333 TD -.0001 Tc .0001 Tw (access logs)Tj -5.1705 4.5263 TD [(DLP thir)9.8(d-par)-23.5(t).2(y)]TJ 2.2218 -1 TD .0002 Tc 0 Tw (logs)Tj -4.9773 4.7647 TD -.0008 Tc [(Ser)-8.3(v)6(er)]TJ -.994 -1 TD 0 Tc (compliance)Tj .8447 -1 TD -.0103 Tc [(re)-10.5(p)-10.1(o)-9.9(r)-33.7(t)-9.8(s)]TJ -.7848 6.9955 TD -.0002 Tc [(Tick)10.8(eting)]TJ .4372 -1 TD -.0004 Tc (system)Tj 2.5823 4.62 TD 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gs BT /TT2 1 Tf 7 0 0 7 35.8565 24.3674 Tm 0 0 0 1 k 0 Tc 0 Tw [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 143.4884 24.3674 Tm [(www)60.5(.isaca.org)]TJ ET EMC Q endstream endobj 228 0 obj <>/ExtGState<>>> endobj 242 0 obj <> endobj 256 0 obj <>stream /Artifact <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n 0 0 0 1 k /GS2 gs 30.069 0 .51505 31.531 re f EMC /P <>BDC /GS1 gs BT /TT2 1 Tf 7 0 0 7 12.8637 20.9698 Tm .5 .26 .09 0 k 0 Tc 0 Tw (6)Tj ET EMC /P <>BDC /GS2 gs BT /TT4 1 Tf 9 0 0 9 158.5187 554.0452 Tm 0 0 0 1 k -.005 Tc [(without le)6.3(ver)19.5(aging v)7.3(arious collabor)19.5(ation)]TJ ET EMC /P <>BDC BT 9 0 0 9 312.7252 554.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 158.5187 542.0452 Tm -.005 Tc [(instruments with different par)-24.4(tners )]TJ ET EMC /P <>BDC BT 9 0 0 9 295.5028 542.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 158.5187 530.0452 Tm -.005 Tc (and allies.)Tj ET EMC /P <>BDC BT /TT2 1 Tf 5.4 0 0 5.4 197.6844 533.8201 Tm 0 Tc (7)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 200.6717 533.8201 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 140.5187 506.0452 Tm -.005 Tc [(One appr)9.8(oach is t)9.8(o)0( integr)19.5(ate a threat intelligence)]TJ ET EMC /P <>BDC BT 9 0 0 9 331.7388 506.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 140.5187 494.0452 Tm -.005 Tc (platform using one or more external threat)Tj ET EMC /P <>BDC BT 9 0 0 9 307.5113 494.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 140.5187 482.0452 Tm -.005 Tc (intelligence feeds and ensure that there are)Tj ET EMC /P <>BDC BT 9 0 0 9 310.9633 482.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 140.5187 470.0452 Tm -.005 Tc (continuous updates of the threat intelligence)Tj ET EMC /P <>BDC BT 9 0 0 9 316.7014 470.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 140.5187 458.0452 Tm -.005 Tc [(knowledge based on open pr)9.8(ot)9.8(ocols and)]TJ ET EMC /P <>BDC BT 9 0 0 9 300.4368 458.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 140.5187 446.0452 Tm -.005 Tc [(application pr)9.8(ogr)19.5(amming inter)-7.3(faces \(APIs\). )19.5(This)]TJ ET EMC /P <>BDC BT 9 0 0 9 329.7336 446.0452 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 683.7849 Tm -.005 Tc [(allows for )24.4(always on)50.8( security pr)9.8(otection. Many)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.9008 683.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 671.7849 Tm -.005 Tc (threat intelligence solutions offer machine-readable)Tj ET EMC /P <>BDC BT 9 0 0 9 564.803 671.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 659.7849 Tm -.005 Tc [(intelligence that can integr)19.5(ate seamlessly with the)]TJ ET EMC /P <>BDC BT 9 0 0 9 558.3089 659.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 647.7849 Tm -.005 Tc [(v)7.3(arious security pr)9.8(oducts an enterprise already is)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.7328 647.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 635.7849 Tm -.005 Tc (using, and an increasing number of solutions are)Tj ET EMC /P <>BDC BT 9 0 0 9 553.1396 635.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 623.7849 Tm -.005 Tc [(adopting open-sour)9.3(ce standards, making it easier)]TJ ET EMC /P <>BDC BT 9 0 0 9 556.2598 623.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 611.7849 Tm -.005 Tc [(than e)6.3(ver t)9.8(o)0( share data acr)9.8(oss platforms. )]TJ ET EMC /P <>BDC BT 9 0 0 9 526.1943 611.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 587.7849 Tm -.005 Tc [(Se)6.3(ver)19.5(al works aim at formalizing security incident)]TJ ET EMC /P <>BDC BT 9 0 0 9 557.1102 587.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 575.7849 Tm -.005 Tc (and threat knowledge sharing among different)Tj ET EMC /P <>BDC BT 9 0 0 9 544.0779 575.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 563.7849 Tm -.005 Tc [(act)9.8(ors, taking int)9.8(o account the reper)9.3(cussions of)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.1934 563.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 551.7849 Tm -.005 Tc (sharing sensitive data.)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 450.2851 555.5599 Tm 0 Tc (8)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 453.2725 555.5599 Tm ( )Tj ET EMC /P <>BDC BT /TT6 1 Tf 9 0 0 9 361.5 527.7849 Tm -.005 Tc [(Threat Intelligence Sharing Standardization E)8.8(ffor)-24.4(ts)]TJ ET EMC /P <>BDC BT 9 0 0 9 565.0897 527.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 361.5 515.7849 Tm -.005 Tc [(As highlighted by resear)9.3(chers, )28.8(consider)19.5(able effor)-24.4(ts)]TJ ET EMC /P <>BDC BT 9 0 0 9 564.5569 515.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 503.7849 Tm -.005 Tc [(ha)7.3(ve been put during the last decade t)9.8(o)0( standardize)]TJ ET EMC /P <>BDC BT 9 0 0 9 565.2787 503.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 491.7849 Tm -.005 Tc [(the data formats and ex)9.8(change pr)9.8(ot)9.8(ocols related t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 563.8647 491.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 479.7849 Tm -.005 Tc [(Threat Intelligence.)83()]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 439.5295 483.5599 Tm 0 Tc (9)Tj ET EMC /P <>BDC BT 9 0 0 9 442.5168 479.7849 Tm -.005 Tc [( Existing effor)-24.4(ts classify)]TJ ET EMC /P <>BDC BT 9 0 0 9 537.2051 479.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 467.7849 Tm -.005 Tc [(standards int)9.8(o different areas including)]TJ ET EMC /P <>BDC BT 9 0 0 9 516.4448 467.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 455.7849 Tm -.005 Tc (con)Tj /TT11 1 Tf 1.6305 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc [(gur)19.5(ation guidance, vulner)19.5(ability aler)-24.4(ts, threat)]TJ ET EMC /P <>BDC BT 9 0 0 9 555.0966 455.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.5 443.7849 Tm -.005 Tc [(aler)-24.4(ts, and risk and attack indicat)9.8(ors.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 506.6506 447.5599 Tm -.0083 Tc (10)Tj ET EMC /P <>BDC BT 9 0 0 9 512.625 443.7849 Tm -.005 Tc ( Structured)Tj ET EMC /P <>BDC BT 9 0 0 9 556.1459 443.7849 Tm 0 Tc ( )Tj ET EMC /Figure <>BDC Q q 1 i 142.47 433.735 425.049 -336.563 re W n 142.455 433.735 425.064 -336.563 re W n 143.519 433.735 423.001 -336.563 re 558.374 443.785 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .10588 .015686 .094118 0 k /GS1 gs 143.4 97.172 422.232 322.21 re f Q q 1 i 142.455 433.735 425.064 -336.563 re W n 143.519 433.735 423.001 -336.563 re 558.374 443.785 m W* n 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .56471 .24314 .086274 0 k /GS1 gs 143.99 417.747 422.53 15.988 re f 0 0 0 0 K 0 J 0 j 2.014 w 10 M [] 0 d q 1 0 0 1 146.313 416.414 cm 0 0 m 420.696 0 l S Q BT /F2 1 Tf 9 0 0 9 270.2296 421.5691 Tm 0 0 0 0 k 0 Tc 0 Tw [(Figur)9.8(e).1( 5Thr)9.5(e).1(at Intelligence Platform and F)14.1(eeds)]TJ ET .56471 .24314 .086274 0 k q 1 0 0 1 388.353 368.617 cm 0 0 m 0 -16.878 -15.791 -30.56 -35.271 -30.56 c -54.75 -30.56 -70.541 -16.878 -70.541 0 c -70.541 16.878 -54.75 30.56 -35.271 30.56 c -15.791 30.56 0 16.878 0 0 c f Q .4549 .19608 .066667 0 k q 1 0 0 1 473.06 340.599 cm 0 0 m 0 -16.879 -15.792 -30.561 -35.272 -30.561 c -54.751 -30.561 -70.542 -16.879 -70.542 0 c -70.542 16.878 -54.751 30.561 -35.272 30.561 c -15.792 30.561 0 16.878 0 0 c f Q q 1 0 0 1 520.625 270.879 cm 0 0 m 0 -16.878 -15.792 -30.561 -35.272 -30.561 c -54.751 -30.561 -70.542 -16.878 -70.542 0 c -70.542 16.879 -54.751 30.561 -35.272 30.561 c -15.792 30.561 0 16.879 0 0 c f Q .39608 .16863 .066667 0 k q 1 0 0 1 504.986 192.689 cm 0 0 m 0 -16.877 -15.791 -30.56 -35.27 -30.56 c -54.75 -30.56 -70.541 -16.877 -70.541 0 c -70.541 16.878 -54.75 30.561 -35.27 30.561 c -15.791 30.561 0 16.878 0 0 c f Q q 1 0 0 1 434.616 139.911 cm 0 0 m 0 -16.878 -15.791 -30.56 -35.271 -30.56 c -54.75 -30.56 -70.542 -16.878 -70.542 0 c -70.542 16.878 -54.75 30.561 -35.271 30.561 c -15.791 30.561 0 16.878 0 0 c f Q .33333 .1451 .054902 0 k q 1 0 0 1 342.091 139.26 cm 0 0 m 0 -16.878 -15.791 -30.561 -35.271 -30.561 c -54.75 -30.561 -70.541 -16.878 -70.541 0 c -70.541 16.878 -54.75 30.56 -35.271 30.56 c -15.791 30.56 0 16.878 0 0 c f Q q 1 0 0 1 271.72 191.387 cm 0 0 m 0 -16.879 -15.791 -30.562 -35.271 -30.562 c -54.75 -30.562 -70.541 -16.879 -70.541 0 c -70.541 16.878 -54.75 30.56 -35.271 30.56 c -15.791 30.56 0 16.878 0 0 c f Q .28235 .11765 .039216 0 k q 1 0 0 1 257.188 270.228 cm 0 0 m 0 -16.878 -15.791 -30.561 -35.27 -30.561 c -54.75 -30.561 -70.541 -16.878 -70.541 0 c -70.541 16.877 -54.75 30.561 -35.27 30.561 c -15.791 30.561 0 16.877 0 0 c f Q q 1 0 0 1 300.845 342.553 cm 0 0 m 0 -16.878 -15.792 -30.56 -35.271 -30.56 c -54.751 -30.56 -70.542 -16.878 -70.542 0 c -70.542 16.878 -54.751 30.561 -35.271 30.561 c -15.792 30.561 0 16.878 0 0 c f Q .56471 .24314 .086274 0 k q 1 0 0 1 390.329 250.655 cm 0 0 m 0 -18.692 -17.095 -33.844 -38.183 -33.844 c -59.27 -33.844 -76.366 -18.692 -76.366 0 c -76.366 18.692 -59.27 33.844 -38.183 33.844 c -17.095 33.844 0 18.692 0 0 c f Q .28235 .11765 .039216 0 K 14 w q 1 0 0 1 267.831 263.476 cm 0 0 m 21.73 -2.39 l S Q .28235 .11765 .039216 0 k q 1 0 0 1 284.533 248.998 cm 0 0 m 23.004 10.111 l 2.747 24.981 l 0 0 l f Q q 1 0 0 1 296.39 313.738 cm 0 0 m 13.668 -17.061 l S Q q 1 0 0 1 297.953 291.69 cm 0 0 m 23.411 -9.128 l 19.613 15.712 l 0 0 l f Q .56471 .24314 .086274 0 K q 1 0 0 1 352.493 332.559 cm 0 0 m 0 -21.861 l S Q .56471 .24314 .086274 0 k q 1 0 0 1 339.927 314.375 cm 0 0 m 12.566 -21.761 l 25.131 0 l 0 0 l f Q .4549 .19608 .066667 0 K q 1 0 0 1 412.176 306.601 cm 0 0 m -18.932 -10.931 l S Q .4549 .19608 .066667 0 k q 1 0 0 1 390.145 308.391 cm 0 0 m -12.562 -21.762 l 12.566 -21.764 l 0 0 l f Q q 1 0 0 1 438.382 257.869 cm 0 0 m -21.729 2.402 l S Q q 1 0 0 1 421.688 272.356 cm 0 0 m -23.009 -10.097 l -2.761 -24.978 l 0 0 l f Q .39608 .16863 .066667 0 K q 1 0 0 1 430.448 212.905 cm 0 0 m -20.105 8.585 l S Q .39608 .16863 .066667 0 k q 1 0 0 1 418.659 231.603 cm 0 0 m -24.947 -3.011 l -9.869 -23.113 l 0 0 l f Q q 1 0 0 1 385.572 175.649 cm 0 0 m -9.312 19.779 l S Q q 1 0 0 1 389.195 197.453 cm 0 0 m -20.637 14.336 l -22.737 -10.704 l 0 0 l f Q .33333 .1451 .054902 0 K q 1 0 0 1 322.852 177.745 cm 0 0 m 7.565 20.51 l S Q .33333 .1451 .054902 0 k q 1 0 0 1 340.934 190.458 cm 0 0 m -4.259 24.764 l -23.579 8.696 l 0 0 l f Q q 1 0 0 1 278.68 211.991 cm 0 0 m 18.932 10.93 l S Q q 1 0 0 1 300.711 210.201 cm 0 0 m 12.562 21.762 l -12.566 21.764 l 0 0 l f Q BT 12 0 0 12 249.3776 336.9538 Tm 0 0 0 1 k -.0001 Tc [(OSIN)14.9(T)]TJ 7.1002 2.9864 TD -.0002 Tc (Internal)Tj -.0766 -1 TD 0 Tc (Sensors)Tj 6.2895 -1.4977 TD -.0001 Tc [(Commer)11.2(c)-.1(ial)]TJ .771 -1 TD 0 Tc [(Sour)10.3(ces)]TJ 3.3402 -4.9728 TD -.0001 Tc .0001 Tw [(Priv)7.4(ate B2B)]TJ .8137 -1 TD -.0002 Tc 0 Tw (Sharing)Tj -11.0059 .0769 TD -.0001 Tc [(Thr)9.8(e)-.3(at)]TJ -1.0512 -1 TD (Intelligence)Tj .6096 -1 TD 0 Tc (Platform)Tj 10.3948 -3.3756 TD -.0001 Tc (Social)Tj -.6187 -1 TD (Listening)Tj -5.8204 -3.8868 TD [(P)5.2(a).4(stebin)]TJ -7.219 0 TD [(ISA)10.1(C)-.1(s)]TJ -5.7987 4.3439 TD -.0588 Tc [(TA)-58.9(X)-58.7(I)-58.4(I)]TJ -2.3605 6.5158 TD -.0002 Tc [(Go)8(v)5.6(e)-.4(rnment)]TJ ET EMC /Artifact <>BDC Q q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n .5 .26 .09 0 k /GS1 gs .39603 581.283 347.248 112.108 re f EMC /P <>BDC BT /TT20 1 Tf 47 .1128 -.1128 47 10.3765 647.8361 Tm 0 .349 .902 0 k 0 Tc 0 Tw ()Tj ET EMC /P <>BDC BT /TT2 1 Tf 14 .0336 -.0336 14 24.2358 667.8698 Tm 0 0 0 0 k [( )19.5(THE DOMAIN OF )19.5(THREA)63(T)19.5( INTELLIGENCE)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 283.3794 668.4917 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 10.3717 649.8364 Tm [(SH)-8.8(ARING IS STILL DEVEL)31.7(OPING, AND )19.5(THE)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 274.7653 650.4709 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 10.4149 631.8364 Tm [(ADOPTION OF INTEROPERABLE PRO)13.2(T)13.7(OCOLS)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 293.0605 632.5148 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 10.4582 613.8364 Tm [(AND APIS IN )19.5(THREA)63(T)19.5( INTELLIGENCE)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 240.9661 614.3896 Tm ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 10.5013 595.8364 Tm [(PL)-9.3(A)63(TFORMS H)-8.8(AS A L)31.7(ONG W)21(A)45.9(Y )19.5(T)13.7(O)0( GO)49.8(. )]TJ ET EMC /P <>BDC BT /TT20 1 Tf 47 .1128 -.1128 47 256.0144 576.4252 Tm 0 .349 .902 0 k ()Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 7 0 0 7 415.5251 28.7749 Tm 0 0 0 1 k [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 523.1567 28.7749 Tm [(www)60.5(.isaca.org)]TJ ET EMC /P <>BDC BT /TT2 1 Tf 7 0 0 7 39.4019 22.5956 Tm (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 60.8804 22.5956 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 91.7275 22.5956 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC Q endstream endobj 257 0 obj <>/ExtGState<>>> endobj 289 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 490.9954 20.9379 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 512.4738 20.9379 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 543.321 20.9379 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 572.364 0 .51599 31.289 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 587.3827 20.9379 Tm .5 .26 .09 0 k (7)Tj ET EMC /P <>BDC /GS2 gs BT 9 0 0 9 36 683.7849 Tm 0 0 0 1 k -.005 Tc (Threat Information eXpression \(STIX\) language)Tj ET EMC /P <>BDC BT 9 0 0 9 222.1979 683.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 671.7849 Tm -.005 Tc [(seems t)9.8(o)0( ha)7.3(ve become the )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 9 0 0 9 144.6026 671.7849 Tm [(de fact)9.8(o)]TJ ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 176.3974 671.7849 Tm ( standard for)Tj ET EMC /P <>BDC BT 9 0 0 9 227.1056 671.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 659.7849 Tm -.005 Tc (describing threat intelligence data and has the)Tj ET EMC /P <>BDC BT 9 0 0 9 218.0474 659.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 647.7849 Tm -.005 Tc (largest adoption.)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 102.7309 651.5599 Tm -.0083 Tc (11)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 108.7055 651.5599 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 623.7849 Tm -.005 Tc [(Howe)6.3(ver)60.1(, the domain of threat intelligence sharing)]TJ ET EMC /P <>BDC BT 9 0 0 9 233.5614 623.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 611.7849 Tm -.005 Tc [(is still de)6.3(veloping, and the adoption of inter)9.8(oper)19.5(able)]TJ ET EMC /P <>BDC BT 9 0 0 9 239.1383 611.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 599.7849 Tm -.005 Tc [(pr)9.8(ot)9.8(ocols and APIs in threat intelligence platforms)]TJ ET EMC /P <>BDC BT 9 0 0 9 233.7098 599.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 587.7849 Tm -.005 Tc [(has a long way t)9.8(o)0( go. )19.5(The majority of platforms)]TJ ET EMC /P <>BDC BT 9 0 0 9 221.6817 587.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 575.7849 Tm -.005 Tc [(primarily focus on the sharing of basic indicat)9.8(ors of)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.9284 575.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 563.7849 Tm -.005 Tc [(compr)9.8(omise and not so much on adding)]TJ ET EMC /P <>BDC BT 9 0 0 9 195.7126 563.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 551.7849 Tm -.005 Tc (intelligence.)Tj ET EMC /P <>BDC BT 9 0 0 9 83.4562 551.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT6 1 Tf 9 0 0 9 36 527.7849 Tm -.005 Tc (Threat Intelligence Feeds)Tj ET EMC /P <>BDC BT 9 0 0 9 137.6635 527.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 36 515.7849 Tm -.02 Tc [(There are multiple threat intelligence feeds t)9.8(o)0( which)]TJ ET EMC /P <>BDC BT 9 0 0 9 232.9866 515.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 503.7849 Tm -.02 Tc [(an enterprise can subscribe t)9.8(o)0( nourish its IoC and)]TJ ET EMC /P <>BDC BT 9 0 0 9 224.4957 503.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 491.7849 Tm -.02 Tc [(T)-7.8(TP reposit)9.8(ories \()]TJ ET EMC /P <>BDC BT /TT12 1 Tf 9 0 0 9 104.2242 491.7849 Tm 0 Tc ()Tj /TT6 1 Tf .5884 0 TD -.02 Tc (gure 5)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 134.1656 491.7849 Tm [(\). A good appr)9.8(oach is t)9.8(o)0( get)]TJ ET EMC /P <>BDC BT 9 0 0 9 239.4684 491.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 479.7849 Tm -.02 Tc [(feeds fr)9.8(om both open-sour)9.3(ce \(i.e., communitywide,)]TJ ET EMC /P <>BDC BT 9 0 0 9 229.4746 479.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 467.7849 Tm -.02 Tc [(nonpr)9.8(o)]TJ /TT11 1 Tf 3.0138 0 TD 0 Tc ()Tj /TT2 1 Tf .5337 0 TD -.02 Tc [(t organizations that pr)9.8(o)7.3(vide a centr)19.5(al)]TJ ET EMC /P <>BDC BT 9 0 0 9 207.0837 467.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 455.7849 Tm -.02 Tc [(resour)9.3(ce for gathering threat intelligence knowledge\))]TJ ET EMC /P <>BDC BT 9 0 0 9 237.3635 455.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 443.7849 Tm -.02 Tc [(and closed-sour)9.3(ce \(e.g., public, priv)7.3(ate and unindexed)]TJ ET EMC /P <>BDC BT 9 0 0 9 239.3985 443.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 431.7849 Tm -.02 Tc [(fr)9.8(om dark or deep web\) feeds.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 150.8964 435.5599 Tm -.0333 Tc (12)Tj ET EMC /P <>BDC BT 9 0 0 9 156.6009 431.7849 Tm -.02 Tc ( It has been estimated)Tj ET EMC /P <>BDC BT 9 0 0 9 241.0857 431.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 419.7849 Tm -.02 Tc [(that the public par)-24.4(t of the internet only makes up)]TJ ET EMC /P <>BDC BT 9 0 0 9 223.5468 419.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 407.7849 Tm -.02 Tc [(appr)9.8(o)10.2(ximately four per)9.3(cent of all data online. )19.5(The)]TJ ET EMC /P <>BDC BT 9 0 0 9 222.4128 407.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 395.7849 Tm -.02 Tc [(remaining 96 per)9.3(cent belongs t)9.8(o)0( the deep and dark)]TJ ET EMC /P <>BDC BT 9 0 0 9 229.8394 395.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 383.7849 Tm -.02 Tc [(web.)83()]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 56.5146 387.5599 Tm -.0333 Tc (13)Tj ET EMC /P <>BDC BT 9 0 0 9 62.2192 383.7849 Tm -.0254 Tc .0054 Tw [( Pa)-5.4(i)]TJ ET EMC /P <>BDC BT 9 0 0 9 76.4364 383.7849 Tm -.005 Tc 0 Tw [(d feeds can pr)9.8(o)7.3(vide data gathered fr)9.8(om)]TJ ET EMC /P <>BDC BT 9 0 0 9 231.9898 383.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 371.7849 Tm -.005 Tc [(closed sour)9.3(ces such as the dark web. Open-sour)9.3(ce)]TJ ET EMC /P <>BDC BT 9 0 0 9 236.3936 371.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 359.7849 Tm -.005 Tc [(feeds, on the other hand, are free, but need t)9.8(o)0( be)]TJ ET EMC /P <>BDC BT 9 0 0 9 225.9545 359.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 347.7849 Tm -.005 Tc [(manually cur)19.5(ated. Country-speci)]TJ /TT11 1 Tf 14.098 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc (c, military-speci)Tj /TT11 1 Tf 6.8174 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD (c)Tj ET EMC /P <>BDC BT 9 0 0 9 238.7811 347.7849 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 335.7849 Tm -.005 Tc [(cyber)19.5(attacks happening at a geogr)19.5(aphical le)6.3(vel can)]TJ ET EMC /P <>BDC BT 9 0 0 9 237.4989 335.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 323.7849 Tm -.005 Tc [(be gleaned fr)9.8(om go)7.3(vernment intelligence feeds.)]TJ ET EMC /P <>BDC BT 9 0 0 9 223.9328 323.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 311.7849 Tm -.005 Tc [(Gathering of information thr)9.8(ough social media)]TJ ET EMC /P <>BDC BT 9 0 0 9 218.2825 311.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 299.7849 Tm -.005 Tc [(platforms, such as )19.5(T)27.8(witter)60.1(, LinkedIn and F)16.6(acebook,)]TJ ET EMC /P <>BDC BT 9 0 0 9 234.9941 299.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 287.7849 Tm -.005 Tc [(is called social listening. P)5.4(astebin \(a text reposit)9.8(ory)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.0255 287.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 275.7849 Tm -.005 Tc [(for st)9.8(or)19.5(age/copy/paste allowing access via API\) is)]TJ ET EMC /P <>BDC BT 9 0 0 9 234.6073 275.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 263.7849 Tm -.005 Tc [(a great sour)9.3(ce of threat intelligence information.)]TJ ET EMC /P <>BDC BT 9 0 0 9 226.1918 263.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 251.7849 Tm -.005 Tc [(Some known feeds are MITRE A)63(T)-7.8(T&CK,)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 191.5223 255.5598 Tm -.0083 Tc (14)Tj ET EMC /P <>BDC BT 9 0 0 9 197.4969 251.7849 Tm -.005 Tc ( Alien)Tj ET EMC /P <>BDC BT 9 0 0 9 219.4282 251.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 239.7849 Tm -.005 Tc [(V)22.5(aults, )19.5(ThreatConnect, open-sour)9.3(ce intelligence)]TJ ET EMC /P <>BDC BT 9 0 0 9 223.6373 239.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 227.7849 Tm -.005 Tc [(\(OSINT\), STIX and )19.5(T)36.6(rusted A)5.4(u)0(t)9.8(omated eX)12.7(change of)]TJ ET EMC /P <>BDC BT 9 0 0 9 237.2559 227.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 215.7849 Tm -.005 Tc [(Indicat)9.8(or Information \(T)38.6(AXII\)based platforms, and)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.2723 215.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 203.7849 Tm -.005 Tc (information sharing and analysis centers \(ISACs\).)Tj ET EMC /P <>BDC BT 9 0 0 9 231.3037 203.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 191.7849 Tm -.005 Tc [(ISACs as nonpr)9.8(o)]TJ /TT11 1 Tf 7.2976 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc [(t organizations deser)-8.8(ve special)]TJ ET EMC /P <>BDC BT 9 0 0 9 229.2755 191.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 179.7849 Tm -.005 Tc [(attention, as they allow for closer cooper)19.5(ation)]TJ ET EMC /P <>BDC BT 9 0 0 9 215.9381 179.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 167.7849 Tm -.005 Tc [(between the priv)7.3(ate and public sect)9.8(or and are)]TJ ET EMC /P <>BDC BT 9 0 0 9 215.3073 167.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 155.7849 Tm -.005 Tc [(suppor)-24.4(ted by both the US go)7.3(vernment and)]TJ ET EMC /P <>BDC BT 9 0 0 9 202.4771 155.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 143.7849 Tm -.005 Tc [(E)8.3(u)0(r)9.8(opean legislation and the E)8.3(u)0(r)9.8(opean Union)]TJ ET EMC /P <>BDC BT 9 0 0 9 212.5629 143.7849 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 36 131.7849 Tm -.005 Tc (Agency for Cybersecurity \(ENISA\).)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 170.3769 135.5598 Tm -.0083 Tc (15)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 176.3515 135.5598 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT6 1 Tf 9 0 0 9 254.5 681.9288 Tm -.005 Tc (Threat Intelligence Platforms)Tj ET EMC /P <>BDC BT 9 0 0 9 371.6985 681.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 254.5 669.9288 Tm -.02 Tc (Threat intelligence platforms \(TIPs\) are content)Tj ET EMC /P <>BDC BT 9 0 0 9 435.0237 669.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 657.9288 Tm -.02 Tc (management systems that aggregate intelligence)Tj ET EMC /P <>BDC BT 9 0 0 9 443.7991 657.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 645.9288 Tm -.02 Tc [(data fr)9.8(om different threat intelligence feeds,)]TJ ET EMC /P <>BDC BT 9 0 0 9 421.6288 645.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 633.9288 Tm -.02 Tc [(normalize them, prioritize the sour)9.3(ces, carry out some)]TJ ET EMC /P <>BDC BT 9 0 0 9 458.8828 633.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 621.9288 Tm -.02 Tc [(data cur)19.5(ation and organize data int)9.8(o a single)]TJ ET EMC /P <>BDC BT 9 0 0 9 423.5313 621.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 609.9288 Tm -.02 Tc [(platform. One of the essential features of )19.5(TIPs is the)]TJ ET EMC /P <>BDC BT 9 0 0 9 453.1436 609.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 597.9288 Tm -.02 Tc [(ability t)9.8(o)0( set up aler)-24.4(ts and noti)]TJ /TT11 1 Tf 12.7023 0 TD 0 Tc ()Tj /TT2 1 Tf .5337 0 TD -.02 Tc (cations based on the)Tj ET EMC /P <>BDC BT 9 0 0 9 453.3721 597.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 585.9288 Tm -.02 Tc [(data so that security analysts can react quickly t)9.8(o)0( an)]TJ ET EMC /P <>BDC BT 9 0 0 9 453.8291 585.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 573.9288 Tm -.02 Tc (attack.)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 280.5522 577.7039 Tm -.0333 Tc (16)Tj ET EMC /P <>BDC BT 9 0 0 9 286.2567 573.9288 Tm -.02 Tc [( Another key feature is the )19.5(TIP ability t)9.8(o)0( be)]TJ ET EMC /P <>BDC BT 9 0 0 9 446.2881 573.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 561.9288 Tm -.02 Tc [(extended by external sour)9.3(ces.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 368.3065 565.7039 Tm -.0333 Tc (17)Tj ET EMC /P <>BDC BT 9 0 0 9 374.011 561.9288 Tm -.02 Tc -.0195 Tw [( Threat )-19.5(information)]TJ ET EMC /P <>BDC BT 9 0 0 9 447.3069 561.9288 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 549.9288 Tm -.02 Tc (should be both human and machine readable, and the)Tj ET EMC /P <>BDC BT 9 0 0 9 459.1983 549.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 537.9288 Tm -.02 Tc (sharing mechanism must allow threat intelligence)Tj ET EMC /P <>BDC BT 9 0 0 9 444.4456 537.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 525.9288 Tm -.02 Tc (sharing between the platform and different)Tj ET EMC /P <>BDC BT 9 0 0 9 417.6992 525.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 513.9288 Tm -.02 Tc (stakeholders.)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 306.1383 517.7039 Tm -.0333 Tc (18)Tj ET EMC /P <>BDC BT 9 0 0 9 311.8428 513.9288 Tm -.02 Tc [( )19.5(TIPs can also be integr)19.5(ated int)9.8(o other)]TJ ET EMC /P <>BDC BT 9 0 0 9 456.0572 513.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 501.9289 Tm -.02 Tc (security systems such as SIEMs, web application)Tj ET EMC /P <>BDC BT 9 0 0 9 441.4395 501.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT11 1 Tf 9 0 0 9 254.5 489.9289 Tm ()Tj /TT2 1 Tf .5337 0 TD -.02 Tc [(rewalls \()-8.8(W)21(AFs\), end-point detection t)9.8(ools, DLP)158.2(, IPS,)]TJ ET EMC /P <>BDC BT 9 0 0 9 451.882 489.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT11 1 Tf 9 0 0 9 254.5 477.9289 Tm ()Tj /TT2 1 Tf .5337 0 TD -.02 Tc (rewalls and email gateways. )Tj ET EMC /P <>BDC BT 9 0 0 9 369.0932 477.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 254.5 283.9288 Tm .72 .13 .61 .01 k -.005 Tc (Next-Gen SOC)Tj ET EMC /P <>BDC BT 11 0 0 11 325.0234 283.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 254.5 265.9288 Tm 0 0 0 1 k -.02 Tc [(The security intelligence defense fr)19.5(amework in )]TJ ET EMC /P <>BDC BT 9 0 0 9 433.9951 265.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT12 1 Tf 9 0 0 9 254.5 253.9288 Tm ()Tj /TT6 1 Tf .5884 0 TD -.02 Tc (gure 4)Tj ET EMC /P <>BDC BT /TT2 1 Tf 9 0 0 9 284.4413 253.9288 Tm [( allows for a new appr)9.8(oach t)9.8(oward tr)19.5(aditional)]TJ ET EMC /P <>BDC BT 9 0 0 9 456.1139 253.9288 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 241.9289 Tm -.02 Tc [(Security Oper)19.5(ation Centers \(SOCs\) and security)]TJ ET EMC /P <>BDC BT 9 0 0 9 434.2235 241.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 229.9289 Tm -.02 Tc [(incident response \(SIR\) teams leading t)9.8(o)0( the so-called)]TJ ET EMC /P <>BDC BT 9 0 0 9 459.6957 229.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 217.9289 Tm -.02 Tc [(next-gen SOC. )19.5(Time-consuming activities such as)]TJ ET EMC /P <>BDC BT 9 0 0 9 442.9643 217.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 205.9289 Tm -.02 Tc [(analyzing logs, repor)-24.4(ts and aler)-24.4(ts can be aut)9.8(omated.)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.0089 205.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 193.9289 Tm -.02 Tc [(Aler)-24.4(t fatigue could be reduced signi)]TJ /TT11 1 Tf 14.9915 0 TD 0 Tc ()Tj /TT2 1 Tf .5337 0 TD -.02 Tc (cantly because)Tj ET EMC /P <>BDC BT 9 0 0 9 451.684 193.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 181.9289 Tm -.02 Tc (many false positives could be eliminated, thus)Tj ET EMC /P <>BDC BT 9 0 0 9 430.1102 181.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 169.9289 Tm -.02 Tc [(allowing the SOC/SIR teams t)9.8(o)0( work smar)-24.4(ter)60.1(. F)10.2(o)0(r)]TJ ET EMC /P <>BDC BT 9 0 0 9 441.0353 169.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 157.9289 Tm -.02 Tc [(example, tr)19.5(aditional SIEM aler)-24.4(ts could be combined)]TJ ET EMC /P <>BDC BT 9 0 0 9 450.027 157.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 145.9289 Tm -.02 Tc [(with non-real-time pr)9.8(ocessing activities making it)]TJ ET EMC /P <>BDC BT 9 0 0 9 440.7633 145.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 133.9289 Tm -.02 Tc [(possible t)9.8(o)0( r)19.5(ank aler)-24.4(ts and set priorities for the SOC)]TJ ET EMC /P <>BDC BT 9 0 0 9 450.2651 133.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 121.9289 Tm -.02 Tc [(team. Remediation activities could be par)-24.4(tially)]TJ ET EMC /P <>BDC BT 9 0 0 9 429.9301 121.9289 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.5 109.9289 Tm -.02 Tc [(aut)9.8(omated t)9.8(o)0( reduce security incident response time.)]TJ ET EMC /P <>BDC BT 9 0 0 9 457.6959 109.9289 Tm 0 Tc ( )Tj ET EMC /Artifact <>BDC .5 .26 .09 0 k /GS1 gs 254.949 304.828 205.501 162.683 re f EMC /P <>BDC BT /TT20 1 Tf 47 .1128 -.1128 47 263.5311 422.0007 Tm 0 .349 .902 0 k ()Tj ET EMC /P <>BDC BT /TT2 1 Tf 14 .0336 -.0336 14 276.4506 442.0321 Tm 0 0 0 0 k -.02 Tc [( )19.5(THE ADVENT)19.5( OF SO)10.2(AR)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 417.154 442.3698 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 263.5263 424.001 Tm -.02 Tc [(TECHNOL)31.7(OGIES MA)45.9(Y BECOME)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 450.0592 424.4487 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 263.5696 406.001 Tm -.02 Tc [(A BIG CORNERST)13.7(ONE IN)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 411.2938 406.3555 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 263.6128 388.001 Tm -.02 Tc [(SECURIT)-7.8(Y OPERA)63(TIONS AND,)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 441.977 388.4291 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 263.6559 370.001 Tm -.02 Tc (THEREFORE, A WIDER)Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 396.2242 370.3192 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 263.6992 352.001 Tm -.02 Tc [(ADOPTION OF SO)10.2(AR B)26.9(Y)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 406.9661 352.3448 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 263.7424 334.001 Tm -.02 Tc [(ENTERPRISES IN )19.5(THE NEAR)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 431.8935 334.4046 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 .0336 -.0336 14 263.7856 316.001 Tm -.02 Tc [(FUTURE MA)45.9(Y BE EXPEC)14.2(TED.)]TJ ET EMC /P <>BDC BT 14 .0336 -.0336 14 435.9766 316.4142 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT 7 0 0 7 36.0432 28.7749 Tm 0 0 0 1 k [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 143.675 28.7749 Tm [(www)60.5(.isaca.org)]TJ ET EMC Q endstream endobj 290 0 obj <>/ExtGState<>>> endobj 308 0 obj <> endobj 313 0 obj <> endobj 318 0 obj <> endobj 341 0 obj <> endobj 346 0 obj <> endobj 351 0 obj <> endobj 356 0 obj <> endobj 361 0 obj <> endobj 366 0 obj <> endobj 371 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 39.4019 20.9698 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 60.8804 20.9698 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 91.7275 20.9698 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 30.069 0 .51505 31.531 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 12.8637 20.9698 Tm .5 .26 .09 0 k (8)Tj ET EMC /P <>BDC /GS2 gs BT 9 0 0 9 144 663.6351 Tm 0 0 0 1 k -.02 Tc [(This would make it possible for more pr)9.8(oactive)]TJ ET EMC /P <>BDC BT 9 0 0 9 322.6073 663.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 651.6351 Tm -.02 Tc [(actions, reducing the time t)9.8(o)0( contain or st)9.8(op the)]TJ ET EMC /P <>BDC BT 9 0 0 9 325.7456 651.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 639.6351 Tm -.02 Tc (attack and allowing for faster remediation. New SOC)Tj ET EMC /P <>BDC BT 9 0 0 9 343.9217 639.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 627.6351 Tm -.02 Tc [(r)9.8(oles appear such as security data analysts and ML)]TJ ET EMC /P <>BDC BT 9 0 0 9 339.3908 627.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 615.6351 Tm -.02 Tc [(model maintainers. )19.5(The next-gen SOC can combine)]TJ ET EMC /P <>BDC BT 9 0 0 9 339.6758 615.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 603.6351 Tm -.02 Tc [(SOC, SIR)39.1(T)19.5( and threat-hunting activities where the)]TJ ET EMC /P <>BDC BT 9 0 0 9 329.6348 603.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 591.6351 Tm -.02 Tc (borders of these \(currently distinct\) activities )Tj ET EMC /P <>BDC BT 9 0 0 9 316.17 591.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 579.6351 Tm -.02 Tc [(star)-24.4(t disappearing.)]TJ ET EMC /P <>BDC BT 9 0 0 9 215.661 579.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 555.6351 Tm -.005 Tc (Next-gen SOC will:)Tj ET EMC /P <>BDC BT 9 0 0 9 216.3768 555.6351 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 155.016 537.6592 Tm -.005 Tc [(K)11.2(now better)60.1(, as it will disco)7.3(ver and contain)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 322.3317 537.6592 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT16 1 Tf 12 0 0 12 144 537.6592 Tm 0 .349 .902 0 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 155.016 525.6592 Tm 0 0 0 1 k -.005 Tc (attacks in real time)Tj ET EMC /LBody <>BDC BT 9 0 0 9 230.2076 525.6592 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 155.016 507.6832 Tm -.005 Tc [(React faster)60.1(, as it will make use of security)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 322.5371 507.6832 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT16 1 Tf 12 0 0 12 144 507.6832 Tm 0 .349 .902 0 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 155.016 495.6832 Tm 0 0 0 1 k -.005 Tc [(or)9.3(chestr)19.5(ation and aut)9.8(omated work)]TJ /TT1 1 Tf 15.1325 0 TD 0 Tc <000f>Tj /TT2 1 Tf .5629 0 TD -.005 Tc [(ows, fr)9.8(om)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 335.5042 495.6832 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 155.016 483.6832 Tm -.005 Tc [(aut)9.8(omated aler)-24.4(t creation and triage t)9.8(o)0( a full-)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 155.016 471.6832 Tm [(blown SO)10.3(AR solution and aut)9.8(omated response.)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 341.0315 471.6832 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 155.016 453.7072 Tm -.005 Tc [(Be smar)-24.4(ter)60.1(, as it will bene)]TJ /TT11 1 Tf 11.1658 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc [(t fr)9.8(om a faster and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 333.7939 453.7072 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT16 1 Tf 12 0 0 12 144 453.7072 Tm 0 .349 .902 0 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 155.016 441.7072 Tm 0 0 0 1 k -.005 Tc [(more accur)19.5(ate e)6.3(vent analysis enabled with ML)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 337.6511 441.7072 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 155.016 429.7072 Tm -.005 Tc (and data analytics in real time, near real time and)Tj ET EMC /LBody <>BDC BT 9 0 0 9 348.0676 429.7072 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 155.016 417.7072 Tm -.005 Tc [(batch pr)9.8(ocessing.)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 225.4998 417.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 393.7072 Tm -.005 Tc [(The advent of SO)10.3(AR technologies may become a)]TJ ET EMC /P <>BDC BT 9 0 0 9 336.5095 393.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 381.7072 Tm -.005 Tc [(big cornerst)9.8(one in security oper)19.5(ations and,)]TJ ET EMC /P <>BDC BT 9 0 0 9 311.4574 381.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 369.7072 Tm -.005 Tc [(therefore, a wider adoption of SO)10.3(AR by enterprises)]TJ ET EMC /P <>BDC BT 9 0 0 9 342.9984 369.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 357.7072 Tm -.005 Tc (in the near future may be expected. )Tj ET EMC /P <>BDC BT 9 0 0 9 285.0359 357.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 144 331.7072 Tm .72 .13 .61 .01 k -.005 Tc (Conclusion)Tj ET EMC /P <>BDC BT 11 0 0 11 198.7885 331.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 144 313.7072 Tm 0 0 0 1 k -.005 Tc [(Security attacks ha)7.3(ve become inter)9.3(connected and)]TJ ET EMC /P <>BDC BT 9 0 0 9 340.8439 313.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 301.7072 Tm -.005 Tc (better coordinated on a global scale; therefore, they)Tj ET EMC /P <>BDC BT 9 0 0 9 346.4803 301.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 289.7072 Tm -.005 Tc [(require a new gener)19.5(ation of security intelligence)]TJ ET EMC /P <>BDC BT 9 0 0 9 332.4218 289.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 277.7072 Tm -.005 Tc [(that is inter)9.3(connected, predictive and aut)9.8(omated in)]TJ ET EMC /P <>BDC BT 9 0 0 9 343.8368 277.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 265.7072 Tm -.005 Tc (nature. New threats should be dealt with using a)Tj ET EMC /P <>BDC BT 9 0 0 9 333.917 265.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 253.7072 Tm -.005 Tc (new set of technologies: ML and big data analytics.)Tj ET EMC /P <>BDC BT 9 0 0 9 346.0164 253.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 241.7072 Tm -.005 Tc [(An inno)7.3(v)7.3(ative security intelligence defense)]TJ ET EMC /P <>BDC BT 9 0 0 9 311.7299 241.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 229.7072 Tm -.005 Tc [(fr)19.5(amework should enable enterprises t)9.8(o)0( make use)]TJ ET EMC /P <>BDC BT 9 0 0 9 341.1691 229.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 217.7072 Tm -.005 Tc (of an actionable, trifolded security intelligence,)Tj ET EMC /P <>BDC BT 9 0 0 9 326.9803 217.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 205.7072 Tm -.005 Tc [(fueling the next-gen SOC t)9.8(o)0( make use of security)]TJ ET EMC /P <>BDC BT 9 0 0 9 335.5869 205.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 193.7072 Tm -.005 Tc [(intelligence inter)9.3(connectivity, intelligence)]TJ ET EMC /P <>BDC BT 9 0 0 9 305.5281 193.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 181.7072 Tm -.005 Tc [(aut)9.8(omation and predictability.)]TJ ET EMC /P <>BDC BT 9 0 0 9 261.7291 181.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 157.7072 Tm -.005 Tc [(The application of ML t)9.8(o)0( cybersecurity challenges)]TJ ET EMC /P <>BDC BT 9 0 0 9 339.8574 157.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 145.7072 Tm -.005 Tc [(is still in its early stages and impor)-24.4(tant)]TJ ET EMC /P <>BDC BT 9 0 0 9 295.8622 145.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 133.7072 Tm -.005 Tc [(adv)7.3(ancements are needed in the near future.)]TJ ET EMC /P <>BDC BT 9 0 0 9 320.0312 133.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 121.7072 Tm -.005 Tc [(De)6.3(velopment and adoption of open pr)9.8(ot)9.8(ocols for)]TJ ET EMC /P <>BDC BT 9 0 0 9 335.5495 121.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 144 109.7072 Tm -.005 Tc (the sharing of security intelligence knowledge)Tj ET EMC /P <>BDC BT 9 0 0 9 324.1808 109.7072 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 663.6351 Tm -.005 Tc [(needs t)9.8(o)0( gr)9.8(ow as well t)9.8(o)0( allow a global response t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 562.2905 663.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 651.6351 Tm -.005 Tc (security threats that are happening on a global)Tj ET EMC /P <>BDC BT 9 0 0 9 544.2244 651.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 639.6351 Tm -.005 Tc [(scale. )19.5(The inter)9.8(oper)19.5(ability of the security)]TJ ET EMC /P <>BDC BT 9 0 0 9 520.687 639.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 627.6351 Tm -.005 Tc [(intelligence knowledge and integr)19.5(ation of APIs and)]TJ ET EMC /P <>BDC BT 9 0 0 9 560.9556 627.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 615.6351 Tm -.005 Tc [(open pr)9.8(ot)9.8(ocols will become an impor)-24.4(tant driver for)]TJ ET EMC /P <>BDC BT 9 0 0 9 560.8239 615.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 603.6351 Tm -.005 Tc [(security vendors and will turn int)9.8(o a key criterion for)]TJ ET EMC /P <>BDC BT 9 0 0 9 564.3694 603.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 591.6351 Tm -.005 Tc [(the enterprise defense str)19.5(ategy.)]TJ ET EMC /P <>BDC BT 9 0 0 9 486.1575 591.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 567.6351 Tm -.005 Tc [(The er)19.5(a of siloed security seems de)]TJ /TT11 1 Tf 15.5247 0 TD 0 Tc ()Tj /TT2 1 Tf .5487 0 TD -.005 Tc (nitively gone.)Tj ET EMC /P <>BDC BT 9 0 0 9 557.6201 567.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 555.6351 Tm -.005 Tc [(E)12.7(veryone is connected in an insecure world. A)]TJ ET EMC /P <>BDC BT 9 0 0 9 541.4623 555.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 543.6351 Tm -.005 Tc [(sound security ar)9.3(chitecture cannot be designed if)]TJ ET EMC /P <>BDC BT 9 0 0 9 555.7887 543.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 531.6351 Tm -.005 Tc [(the principle of security oneness is not underst)9.8(ood.)]TJ ET EMC /P <>BDC BT 9 0 0 9 562.8257 531.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 519.6351 Tm -.005 Tc [(Only inter)9.3(connected, predictive and aut)9.8(omated)]TJ ET EMC /P <>BDC BT 9 0 0 9 544.7714 519.6351 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 507.6352 Tm -.005 Tc (security intelligence will augment capacities of)Tj ET EMC /P <>BDC BT 9 0 0 9 545.4142 507.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 495.6352 Tm -.005 Tc [(organizations t)9.8(o)0( oper)19.5(ate in an increasingly)]TJ ET EMC /P <>BDC BT 9 0 0 9 528.2017 495.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 483.6352 Tm -.005 Tc [(danger)9.8(ous world. )19.5(The only realistic option t)9.8(oward)]TJ ET EMC /P <>BDC BT 9 0 0 9 555.5953 483.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 471.6352 Tm -.005 Tc [(enterprise security is the inter)9.3(connectivity and)]TJ ET EMC /P <>BDC BT 9 0 0 9 542.2635 471.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 459.6352 Tm -.005 Tc [(aut)9.8(omation of the security intelligence knowledge)]TJ ET EMC /P <>BDC BT 9 0 0 9 557.3883 459.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 447.6352 Tm -.005 Tc [(augmented with ML and big data analytics t)9.8(o)0( turn)]TJ ET EMC /P <>BDC BT 9 0 0 9 556.3524 447.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 435.6352 Tm -.005 Tc [(security intelligence knowledge int)9.8(o a predictable)]TJ ET EMC /P <>BDC BT 9 0 0 9 555.2734 435.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 423.6352 Tm -.005 Tc [(and pr)9.8(oactive cyberdefense str)19.5(ategy. )]TJ ET EMC /P <>BDC BT 9 0 0 9 509.0872 423.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 361.2321 397.6352 Tm .72 .13 .61 .01 k -.005 Tc [(A)5.4(uthors Note)]TJ ET EMC /P <>BDC BT 11 0 0 11 428.6873 397.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 361.2321 379.6352 Tm 0 0 0 1 k -.005 Tc (The opinions expressed here are the authors and)Tj ET EMC /P <>BDC BT 9 0 0 9 555.4556 379.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.2321 367.6352 Tm -.005 Tc (do not necessarily re)Tj /TT1 1 Tf 9.0957 0 TD 0 Tc <000f>Tj /TT2 1 Tf .5629 0 TD -.005 Tc (ect those of their employers.)Tj ET EMC /P <>BDC BT 9 0 0 9 560.8799 367.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC /GS1 gs BT /TT6 1 Tf 11 0 0 11 361.2321 341.6352 Tm .72 .13 .61 .01 k -.005 Tc (Endnotes)Tj ET EMC /P <>BDC BT 11 0 0 11 407.0374 341.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 378.5957 323.6352 Tm 0 0 0 1 k -.005 Tc [(Br)19.5(acy, J.; The IoT)19.5( Z)10.3(ombies Are Already at Y)31.7(our)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 563.5348 323.6352 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 366.2321 323.6352 Tm 0 .349 .902 0 k (1)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 378.2321 311.6352 Tm 0 0 0 1 k -.005 Tc [(F)12.7(r)9.8(ont Door)60.1(,)83()0( )19.5(The International Association of)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 551.9146 311.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.2321 299.6352 Tm -.005 Tc [(Priv)7.3(acy Pr)9.8(ofessionals, 29 September)60.1(, 2016,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 547.9625 299.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 378.2321 287.6352 Tm -.005 Tc [(https:/)109.4(/iapp.org/news/a/how-poorly-secured-)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 552.9096 287.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.2321 275.6352 Tm -.005 Tc [(iot-de)6.3(vices-can-take-down-your-website/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 536.9959 275.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 378.5957 263.6352 Tm -.005 Tc [(ODonnell, L.; T)48.3(op 10 IoT)19.5( Disasters of 2019,)83()]TJ ET EMC /LBody <>BDC BT 9 0 0 9 552.6329 263.6352 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 366.2321 263.6352 Tm 0 .349 .902 0 k (2)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 378.2321 251.6352 Tm 0 0 0 1 k -.005 Tc (Threatpost, 23 December 2019, )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 504.2889 251.6352 Tm [(https:/)109.4(/threat)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 555.3521 251.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.2321 239.6352 Tm -.005 Tc [(post.com/t)9.8(op-10-iot-disasters-of-2019/151235/)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 562.9271 239.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 378.5957 227.6352 Tm -.005 Tc [(MITRE A)63(T)-7.8(T&CK, )]TJ ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 443.7301 227.6352 Tm [(https:/)109.4(/attack.mitre.org/)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 537.3691 227.6352 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 366.2321 227.6352 Tm 0 .349 .902 0 k (3)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT4 1 Tf 9 0 0 9 378.5957 215.6352 Tm 0 0 0 1 k -.005 Tc (Op cit)Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 401.1949 215.6352 Tm [( Br)19.5(acy)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 425.4905 215.6352 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 366.2321 215.6352 Tm 0 .349 .902 0 k (4)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 378.5957 203.6352 Tm 0 0 0 1 k -.005 Tc [(Jou, S.; Best Pr)19.5(actices for Deploying and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 540.7762 203.6352 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 366.2321 203.6352 Tm 0 .349 .902 0 k (5)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 378.2321 191.6352 Tm 0 0 0 1 k -.005 Tc [(Utilizing UEBA: Impr)9.8(o)7.3(ve Y)31.7(our Security)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 525.0765 191.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.2321 179.6352 Tm -.005 Tc [(Oper)19.5(ations with Real-W)15.1(orld AI,)83( BrightT)38.6(ALK, )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 550.5049 179.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.2321 167.6352 Tm -.005 Tc (16 April 2019, )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 434.6642 167.6352 Tm [(https:/)109.4(/www)60.5(.brighttalk.com/)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 544.0865 167.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.2321 155.6352 Tm -.005 Tc [(webcast/288/353391/best-pr)19.5(actices-for-)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.2321 143.6352 Tm (deploying-and-utilizing-ueba)Tj ET EMC /LBody <>BDC BT 9 0 0 9 486.6908 143.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 378.5957 131.6352 Tm -.005 Tc [(Saunier)60.1(, L.; K. Delic; Corpor)19.5(ate Security Is a )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 551.4883 131.6352 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 366.2321 131.6352 Tm 0 .349 .902 0 k (6)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 378.2321 119.6352 Tm 0 0 0 1 k -.005 Tc [(Big Data Pr)9.8(oblem,)83( ACM Ubiquity, July 2018,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 551.2573 119.6352 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 378.2321 107.6352 Tm -.02 Tc [(https:/)109.4(/ubiquity.acm.org/ar)-24.4(ticle.cfm?id=3158348)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 560.821 107.6352 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT /TT2 1 Tf 7 0 0 7 414.4742 28.6649 Tm [( 2020 ISACA. All rights reser)-8.8(ved. )]TJ ET EMC /P <>BDC BT /TT4 1 Tf 7 0 0 7 522.1058 28.6649 Tm [(www)60.5(.isaca.org)]TJ ET EMC Q endstream endobj 372 0 obj <>/ExtGState<>>> endobj 386 0 obj <> endobj 391 0 obj <> endobj 396 0 obj <> endobj 401 0 obj <> endobj 406 0 obj <> endobj 411 0 obj <> endobj 416 0 obj <> endobj 421 0 obj <> endobj 426 0 obj <> endobj 431 0 obj <> endobj 436 0 obj <> endobj 441 0 obj <> endobj 442 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.56 391.68 m W n .12 783.12 603.12 -783.12 re W n /GS2 gs BT /TT2 1 Tf 7 0 0 7 490.9954 20.9379 Tm 0 0 0 1 k 0 Tc 0 Tw (ISACA )Tj ET EMC /P <>BDC BT 7 0 0 7 512.4738 20.9379 Tm (JOURNAL)Tj ET EMC /P <>BDC /GS1 gs BT 7 0 0 7 543.321 20.9379 Tm .5 .26 .09 0 k [( V)6.3(OL 5)]TJ ET EMC /Artifact <>BDC 0 0 0 1 k /GS2 gs 572.364 0 .51599 31.289 re f EMC /P <>BDC /GS1 gs BT 7 0 0 7 587.3827 20.9379 Tm .5 .26 .09 0 k (9)Tj ET EMC /LBody <>BDC /GS2 gs BT 9 0 0 9 54.3108 640.8257 Tm 0 0 0 1 k -.005 Tc (Hernandez-Ardieta, J., )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 143.2234 640.8257 Tm (et al)Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 159.7241 640.8257 Tm (.; Information)Tj ET EMC /LBody <>BDC BT 9 0 0 9 215.4531 640.8257 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 41.9471 640.8257 Tm 0 .349 .902 0 k (7)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 53.9471 628.8258 Tm 0 0 0 1 k -.005 Tc [(Sharing Models for Cooper)19.5(ative Cyber)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 203.5744 628.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 53.9471 616.8258 Tm -.005 Tc [(Defence,)83( 5)]TJ ET EMC /LBody <>BDC BT 5.4 0 0 5.4 97.9733 619.7958 Tm -.0083 Tc (th)Tj ET EMC /LBody <>BDC BT 9 0 0 9 102.6216 616.8258 Tm -.005 Tc ( International Conference on )Tj ET EMC /LBody <>BDC BT 9 0 0 9 216.7658 616.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 53.9471 604.8258 Tm -.005 Tc (Cyber Con)Tj /TT1 1 Tf 4.5287 0 TD 0 Tc <000f>Tj /TT2 1 Tf .5629 0 TD -.005 Tc (ict \(CYCON 2013\), 2013,)Tj ET EMC /LBody <>BDC BT 9 0 0 9 195.1488 604.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 53.9471 592.8258 Tm -.005 Tc [(www0.cs.ucl.ac.uk/staff/G.SuarezdeT)55.2(angil/)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 223.6302 592.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 53.9471 580.8258 Tm -.005 Tc (papers/2013cycon.pdf)Tj ET EMC /LBody <>BDC BT 9 0 0 9 141.9884 580.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 54.3108 568.8258 Tm -.005 Tc (Ibid.)Tj ET EMC /LBody <>BDC BT 9 0 0 9 70.9168 568.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 41.9471 568.8258 Tm 0 .349 .902 0 k (8)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 54.3108 556.8258 Tm 0 0 0 1 k -.005 Tc (Chantzios, )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 97.8448 556.8258 Tm (et al)Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 114.3455 556.8258 Tm [(.; The Quest for the Appr)9.8(opriate)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 240.9572 556.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 41.9471 556.8258 Tm 0 .349 .902 0 k (9)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 53.9471 544.8258 Tm 0 0 0 1 k -.02 Tc [(Cyber-Threat Intelligence Sharing Platform,)83( 2019)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 241.1859 544.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 54.4744 532.8258 Tm -.005 Tc [(Skopik, F)114.3(.; )]TJ ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 95.2036 532.8258 Tm [(Collabor)19.5(ative Cyber )19.5(Threat)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 197.6835 532.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 36.9471 532.8258 Tm 0 .349 .902 0 k (10)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT4 1 Tf 9 0 0 9 53.9471 520.8258 Tm 0 0 0 1 k -.005 Tc [(Intelligence: Detecting and Responding t)9.8(o)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 214.4808 520.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 53.9471 508.8258 Tm -.005 Tc [(Adv)7.3(anced Cyber A)8.3(ttacks at National Le)6.3(vel)]TJ ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 215.4794 508.8258 Tm (, )Tj ET EMC /LBody <>BDC BT 9 0 0 9 219.384 508.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 53.9471 496.8258 Tm -.005 Tc (CRC Press, USA, 2017)Tj ET EMC /LBody <>BDC BT 9 0 0 9 140.5557 496.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 54.4744 484.8258 Tm -.005 Tc [(Structured )19.5(Threat Information eXpression)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 218.5071 484.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 36.9471 484.8258 Tm 0 .349 .902 0 k (11)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 53.9471 472.8258 Tm 0 0 0 1 k -.005 Tc (\(STIX\), )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 82.5868 472.8258 Tm [(https:/)109.4(/stixpr)9.8(oject.github.io/)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 191.1489 472.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 272.9743 640.8257 Tm -.005 Tc [(Recorded F)10.7(uture, Five )19.5(Threat Intelligence)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 436.6403 640.8257 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 255.4471 640.8257 Tm 0 .349 .902 0 k (12)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 272.4471 628.8258 Tm 0 0 0 1 k -.005 Tc [(Solution Use Cases,)83( 23 January 2019,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 423.1193 628.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 272.4471 616.8258 Tm -.005 Tc [(https:/)109.4(/www)60.5(.recordedfuture.com/)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 402.8183 616.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 272.4471 604.8258 Tm -.005 Tc (threat-intelligence-use-cases/)Tj ET EMC /LBody <>BDC BT 9 0 0 9 387.2538 604.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 272.9743 592.8258 Tm -.005 Tc (Ibid. )Tj ET EMC /LBody <>BDC BT 9 0 0 9 291.7415 592.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 255.4471 592.8258 Tm 0 .349 .902 0 k (13)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT4 1 Tf 9 0 0 9 272.9743 580.8258 Tm 0 0 0 1 k -.005 Tc (Op cit)Tj ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 295.5735 580.8258 Tm [( MITRE A)63(T)-7.8(T&CK)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 358.9863 580.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 255.4471 580.8258 Tm 0 .349 .902 0 k (14)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 272.9743 568.8258 Tm 0 0 0 1 k -.005 Tc [(The E)8.3(u)0(r)9.8(opean Union Agency for Cybersecurity)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 453.5449 568.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 255.4471 568.8258 Tm 0 .349 .902 0 k (15)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 272.4471 556.8258 Tm 0 0 0 1 k -.02 Tc (\(ENISA\), )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 306.2166 556.8258 Tm (Information Sharing and Analysis Center)Tj ET EMC /LBody <>BDC BT 9 0 0 9 457.0753 556.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 272.4471 544.8258 Tm -.02 Tc [(\(ISACs\): Cooper)19.5(ative Models,)]TJ ET EMC /LBody <>BDC BT /TT2 1 Tf 9 0 0 9 381.5162 544.8258 Tm ( Greece, 2018)Tj ET EMC /LBody <>BDC BT 9 0 0 9 433.8049 544.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 272.9743 532.8258 Tm -.005 Tc [(Sauer)-8.3(wein, C.; C. Sillaber; A. Mussmann; )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 432.8971 532.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 255.4471 532.8258 Tm 0 .349 .902 0 k (16)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT2 1 Tf 9 0 0 9 272.4471 520.8258 Tm 0 0 0 1 k -.005 Tc (R. Breu; Threat Intelligence Sharing Platforms: )Tj ET EMC /LBody <>BDC BT 9 0 0 9 459.0409 520.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 272.4471 508.8258 Tm -.005 Tc [(An Explor)19.5(at)9.8(ory Study of Software Vendors and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 454.8009 508.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 272.4471 496.8258 Tm -.005 Tc [(Resear)9.3(ch Perspectives,)83( WI2017 Conference)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 447.0697 496.8258 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /TT4 1 Tf 9 0 0 9 272.9743 484.8258 Tm -.005 Tc (Ibid. )Tj ET EMC /LBody <>BDC BT 9 0 0 9 291.7415 484.8258 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 255.4471 484.8258 Tm 0 .349 .902 0 k (17)Tj ET EMC /LBody <>BDC /GS2 gs BT /TT4 1 Tf 9 0 0 9 272.9743 472.8258 Tm 0 0 0 1 k -.005 Tc (Ibid. )Tj ET EMC /Lbl <>BDC /GS1 gs BT /TT6 1 Tf 9 0 0 9 255.4471 472.8258 Tm 0 .349 .902 0 k 0 Tc (18)Tj ET EMC Q endstream endobj 443 0 obj <>/ExtGState<>>> endobj 6 0 obj <> endobj 5 0 obj <> endobj 94 0 obj <>stream AdobedC         #"""#''''''''''  " s!1AQa"q2B#R3b$r%C4Scs5D'6Tdt& EFVU(eufv7GWgw8HXhx)9IYiy*:JZjz?f͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛6lٳf͛? endstream endobj 95 0 obj <>stream Adobed         #"""#''''''''''     !! !!'''''''''' 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