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She is an activ)6.4(e v)7.3(olunteer in the)]TJ ET EMC /P <>BDC BT 9 0 0 9 565.8351 110.3801 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 266.4707 99.5801 Tm [(ISA)5.4(CA)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 291.8097 102.5501 Tm ()Tj ET EMC /P <>BDC BT 9 0 0 9 296.0548 99.5801 Tm [( China Hong K)13.2(ong Chapter)60.1(. Ha)7.3(ving attended the 2018 and 2019)]TJ ET EMC /P <>BDC BT 9 0 0 9 548.0372 99.5801 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 266.4707 88.7801 Tm [(Asia-P)5.4(acic CA)5.4(CS e)6.4(v)6.4(ents, )19.5(T)55.2(ang has a passion for ISA)5.4(CA e)6.4(v)6.4(ents and has)]TJ ET EMC /P <>BDC BT 9 0 0 9 552.0451 88.7801 Tm ( )Tj ET EMC /P <>BDC BT 9 0 0 9 266.4707 77.9801 Tm [(or)9.3(ganiz)7.8(ed successful knowledge-sharing e)6.4(v)6.4(ents in her r)9.3(egion.)]TJ ET EMC /Figure <>BDC Q q 1 i 249.844 367.558 391.437 -197.31 re W n 254.447 369.618 349.503 -199.233 re 511.773 77.98 m W* n 0 783 603 -783 re 301.5 391.56 m W n .059998 783 603 -783 re W n /GS3 gs q 350.741 0 0 -197.31 253.516 367.558 cm /Im2 Do Q EMC /Artifact <>BDC Q q 1 i 0 783 603 -783 re 301.5 391.56 m W n .059998 783 603 -783 re W n 0 0 0 0 k /GS3 gs 515.27 692.116 53.716 54.884 re f EMC /Figure <>BDC Q /GS3 gs BT /F6 1 Tf 9 0 0 9 515.27 721.5889 Tm .90588 .52157 .094118 0 k .0249 Tc 0 Tw (FEATURE)Tj ET q 1 i 515.394 747 53.591 -54.759 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 -9.945 l -49.977 -9.945 l -49.977 0 l 0 0 l f Q EMC Q endstream endobj 51 0 obj <>/XObject<>/ExtGState<>>> endobj 84 0 obj <> endobj 89 0 obj <> endobj 94 0 obj <> endobj 107 0 obj <> endobj 108 0 obj <> endobj 109 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.5 391.56 m W n .059998 783 603 -783 re W n /GS2 gs BT /F3 1 Tf 7 0 0 7 414.6031 23.0228 Tm 0 0 0 1 k 0 Tc 0 Tw [( 2019 ISA)5.4(CA. All rights r)9.3(eser)-8.8(v)6.4(ed. )]TJ ET EMC /P <>BDC BT /F4 1 Tf 7 0 0 7 522.0879 23.0228 Tm [(www)60.6(.isaca.or)9.3(g)]TJ ET EMC /P <>BDC BT /F3 1 Tf 7 0 0 7 39.7789 24.9858 Tm [(ISA)5.4(CA )]TJ ET EMC /P <>BDC BT 7 0 0 7 61.2198 24.9858 Tm [(JOURN)-8.8(AL)]TJ ET EMC /P <>BDC /GS3 gs BT 7 0 0 7 92.1285 24.9858 Tm .21 1 .75 .12 k [( V)6.4(OL 6)]TJ ET EMC /P <>BDC BT 7 0 0 7 13.2407 24.9858 Tm (2)Tj ET EMC /Artifact <>BDC 0 0 0 1 K 0 J 0 j .75 w 10 M [] 0 d /GS2 gs q 1 0 0 1 30.704 33.462 cm 0 0 m 0 -39.377 l S Q EMC /P <>BDC BT /F1 1 Tf 9 0 0 9 145.1707 661.4807 Tm 0 0 0 1 k -.005 Tc [(Right t)14.7(o)0( Not Be Subject t)14.7(o)0( A)5.4(u)0(t)14.7(omated )]TJ ET EMC /P <>BDC BT 9 0 0 9 145.1707 649.4807 Tm (Decision-Making )Tj ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 145.1707 637.4807 Tm [(The right t)9.8(o)0( not be subject t)9.8(o)0( aut)9.8(omated decision-)]TJ ET EMC /P <>BDC BT 9 0 0 9 145.1707 625.4807 Tm [(making is pr)9.8(ohibited only if the decision-making is)]TJ ET EMC /P <>BDC BT 9 0 0 9 342.1685 625.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 613.4807 Tm -.005 Tc [(based solely on aut)9.8(omated pr)9.8(ocessing and)]TJ ET EMC /P <>BDC BT 9 0 0 9 314.6526 613.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 601.4807 Tm -.005 Tc [(pr)9.8(oduces legal eff)11.7(ects concerning the data subject)]TJ ET EMC /P <>BDC BT 9 0 0 9 344.8282 601.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 589.4807 Tm -.005 Tc [(or similarly signicantly aff)11.7(ects them.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 292.9535 592.1806 Tm 0 Tc (3)Tj ET EMC /P <>BDC BT 9 0 0 9 295.9407 589.4807 Tm -.005 Tc [( Howe)6.4(v)6.4(e)0(r)60.1(,)0( it is)]TJ ET EMC /P <>BDC BT 9 0 0 9 350.2635 589.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 577.4807 Tm -.005 Tc [(allowed if the pr)9.8(ocess is done with the data)]TJ ET EMC /P <>BDC BT 9 0 0 9 315.9756 577.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 565.4807 Tm -.005 Tc [(subject)54.7(s explicit consent or the contr)9.8(oller has put)]TJ ET EMC /P <>BDC BT 9 0 0 9 340.5063 565.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 553.4807 Tm -.005 Tc [(sucient saf)11.7(eguar)9.3(ds in place.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 263.4369 556.1806 Tm 0 Tc (4)Tj ET EMC /P <>BDC BT 9 0 0 9 266.4242 553.4807 Tm -.005 Tc ( In this scenario, the)Tj ET EMC /P <>BDC BT 9 0 0 9 345.2568 553.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 541.4807 Tm -.005 Tc [(saf)11.7(eguar)9.3(ds pr)9.8(o)7.3(vided b)5.4(y)0( the newly r)9.3(eleased)]TJ ET EMC /P <>BDC BT 9 0 0 9 312.8367 541.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 145.1707 529.4807 Tm -.005 Tc [(trustwor)-24.4(thy AI assessment list include: )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 511.4807 Tm [(Obtaining human inter)-8.8(v)6.4(ention in an unintended)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 340.2989 511.4807 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F7 1 Tf 12 0 0 12 145.1707 511.4807 Tm .05 .65 1 .01 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 156.1707 499.4807 Tm 0 0 0 1 k -.005 Tc [(wa)7.3(y)52.3(.)0( )19.5(The wa)7.3(y in which AI systems ar)9.3(e de)6.4(v)6.4(eloped)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 346.9555 499.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 487.4807 Tm -.005 Tc [(incorpor)19.5(ates unfair biases. )19.5(This could be)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 316.3835 487.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 475.4807 Tm -.005 Tc [(counter)19.5(acted b)5.4(y)0( putting in place human)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 312.1151 475.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 463.4807 Tm -.005 Tc [(o)7.3(v)6.4(ersight pr)9.8(ocesses t)9.8(o)0( analyz)7.8(e and addr)9.3(ess the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 343.7343 463.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 451.4807 Tm -.005 Tc [(system)39.1()54.7(s)0( purpose, constr)19.5(aints, r)9.3(equir)9.3(ements and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 346.6249 451.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 439.4807 Tm -.005 Tc [(decisions in a clear and tr)19.5(anspar)9.3(ent manner)60.1(.)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 330.6977 439.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 427.4807 Tm -.005 Tc [(Inv)7.3(olving human inter)-8.8(v)6.4(ention is necessar)-8.8(y t)9.8(o)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 331.4052 427.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 415.4807 Tm -.005 Tc [(comply with GDPR and t)9.8(o)0( impr)9.8(o)7.3(v)6.4(e the accur)19.5(acy)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 342.9234 415.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 403.4807 Tm -.005 Tc [(of the r)9.3(esults of AI. )19.5(T)55.2(a)0(k)9.8(e)0( Internet nance)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 315.8068 403.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 391.4807 Tm -.005 Tc [(or)9.3(ganizations for example. Because of their)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 327.9698 391.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 379.4807 Tm -.005 Tc [(hea)7.3(vy r)9.3(eliance on AI t)9.8(o)0( pr)9.8(o)7.3(vide ser)-8.8(vices or)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 321.6813 379.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 367.4807 Tm -.005 Tc [(pr)9.8(oducts t)9.8(o)0( cust)9.8(omers, it is a must for them t)9.8(o)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 339.0839 367.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 355.4807 Tm -.005 Tc [(per)-7.3(form cr)9.3(edit checking manually t)9.8(o)0( off)11.7(er)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 319.4421 355.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 343.4807 Tm -.005 Tc [(cust)9.8(omers appr)9.8(opriate cr)9.3(edit r)19.5(atings. )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 325.4807 Tm [(Explaining the aut)9.8(omated decision-making)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 323.8728 325.4807 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F7 1 Tf 12 0 0 12 145.1707 325.4807 Tm .05 .65 1 .01 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 156.1707 313.4807 Tm 0 0 0 1 k -.005 Tc [(clearly in the priv)7.3(acy policy t)9.8(o)0( notify clients)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 324.4544 313.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 301.4807 Tm -.005 Tc [(befor)9.3(e pr)9.8(ocessing their data. Ar)-24.4(ticle 29 W)15.2(orking)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 344.1716 301.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 289.4807 Tm -.005 Tc [(P)5.4(a)0(r)-24.4(ty Guidelines on )19.5(T)36.6(r)19.5(anspar)9.3(ency Under)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 313.8598 289.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 277.4807 Tm -.005 Tc [(Regulation 2016/679 \()-8.8(WP29\) pr)9.8(o)7.3(vides guidance)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 345.5776 277.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 265.4807 Tm -.005 Tc [(on information that must be pr)9.8(o)7.3(vided t)9.8(o)0( a data)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 339.6869 265.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 253.4807 Tm -.005 Tc [(subject under GDPR Ar)-24.4(ticle 13 or Ar)-24.4(ticle 14.)]TJ ET EMC /LBody <>BDC BT 5.4 0 0 5.4 327.6831 256.1807 Tm 0 Tc (5)Tj ET EMC /LBody <>BDC BT 9 0 0 9 330.6703 253.4807 Tm ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 241.4807 Tm -.005 Tc [(WP29 r)9.3(equir)9.3(es that the existence of aut)9.8(omated)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 341.916 241.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 229.4807 Tm -.005 Tc [(decision-making including pr)9.8(oling, meaningful)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 342.016 229.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 217.4807 Tm -.005 Tc [(information about the logic inv)7.3(olv)6.4(ed, and the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 331.1537 217.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 205.4807 Tm -.005 Tc (signicance and envisaged consequences of)Tj ET EMC /LBody <>BDC BT 9 0 0 9 333.3463 205.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 193.4807 Tm -.005 Tc [(such pr)9.8(ocessing for the data subject be in the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 335.9208 193.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 181.4807 Tm -.005 Tc [(priv)7.3(acy policy)52.3(. In addition, clear signage should)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 340.9318 181.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 169.4807 Tm -.005 Tc [(be pr)9.3(esent on websites or in mobile applications)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 346.738 169.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 157.4807 Tm -.005 Tc [(t)9.8(o)0( highlight wher)9.3(e this detailed information can)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 341.6888 157.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 145.4807 Tm -.005 Tc (be obtained. )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 127.4807 Tm [(Obtaining explicit consent t)9.8(o)0( notify a data)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 319.9234 127.4807 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F7 1 Tf 12 0 0 12 145.1707 127.4807 Tm .05 .65 1 .01 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 156.1707 115.4807 Tm 0 0 0 1 k -.005 Tc [(subject that a decision is the r)9.3(esult of an)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 315.6343 115.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 103.4807 Tm -.005 Tc [(algorithm decision and the)6.4(y ar)9.3(e inter)19.5(acting with)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 343.0642 103.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 91.4807 Tm -.005 Tc [(an AI agent \(e.g., a chatbot or r)9.8(obot\) or other)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 331.367 91.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 156.1707 79.4807 Tm -.005 Tc [(conv)6.4(ersational system.)]TJ ET EMC /LBody <>BDC BT 5.4 0 0 5.4 247.6771 82.1807 Tm 0 Tc (6)Tj ET EMC /LBody <>BDC BT 9 0 0 9 250.6644 79.4807 Tm -.005 Tc [( F)10.3(or example, a pop-up)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 340.0483 79.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 372.7368 661.4807 Tm -.005 Tc [(window used t)9.8(o)0( collect cust)9.8(omers explicit)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 539.8525 661.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 372.7368 649.4807 Tm -.005 Tc [(consent befor)9.3(e using AI ser)-8.8(vices is a)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 517.4059 649.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 372.7368 637.4807 Tm -.005 Tc [(r)9.3(ecommended appr)9.8(oach. )]TJ ET EMC /P <>BDC BT /F1 1 Tf 9 0 0 9 361.7368 613.4807 Tm [(T)31.8(r)14.7(anspar)9.3(ent Pr)17.6(ocessing )]TJ ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 361.7368 601.4807 Tm (Both GDPR)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 405.4443 604.1806 Tm 0 Tc (7)Tj ET EMC /P <>BDC BT 9 0 0 9 408.4315 601.4807 Tm -.005 Tc ( and the guideline)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 478.0486 604.1806 Tm 0 Tc (8)Tj ET EMC /P <>BDC BT 9 0 0 9 481.0359 601.4807 Tm -.005 Tc [( ha)7.3(v)6.4(e)0( the common)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.241 601.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 589.4807 Tm -.005 Tc [(principle of tr)19.5(anspar)9.3(ency)52.3(, which r)9.3(equir)9.3(es that data)]TJ ET EMC /P <>BDC BT 9 0 0 9 557.8998 589.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 577.4807 Tm -.005 Tc (subjects should be informed of the existence and)Tj ET EMC /P <>BDC BT 9 0 0 9 556.0527 577.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 565.4807 Tm -.005 Tc [(purpose of the pr)9.8(ocessing,)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 466.6865 568.1806 Tm 0 Tc (9)Tj ET EMC /P <>BDC BT 9 0 0 9 469.6737 565.4807 Tm -.005 Tc ( especially when the)Tj ET EMC /P <>BDC BT 9 0 0 9 549.2203 565.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 553.4807 Tm -.005 Tc [(data pr)9.8(ocessing activities inv)7.3(olv)6.4(e aut)9.8(omated)]TJ ET EMC /P <>BDC BT 9 0 0 9 537.6218 553.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 541.4807 Tm -.005 Tc (decision-making. Meaningful information about the)Tj ET EMC /P <>BDC BT 9 0 0 9 563.5619 541.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 529.4807 Tm -.005 Tc (logic, signicance and envisaged consequences of)Tj ET EMC /P <>BDC BT 9 0 0 9 561.8535 529.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 517.4807 Tm -.005 Tc [(such pr)9.8(ocessing should be explicitly tr)19.5(anspar)9.3(ent t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 561.7494 517.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 505.4807 Tm -.005 Tc [(users. AI ser)-8.8(vice pr)9.8(o)7.3(viders should a)7.3(v)7.3(oid black)]TJ ET EMC /P <>BDC BT 9 0 0 9 544.4875 505.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 493.4807 Tm -.005 Tc [(bo)10.3(x)9.8(es)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 388.5504 496.1806 Tm -.0083 Tc (10)Tj ET EMC /P <>BDC BT 9 0 0 9 394.5251 493.4807 Tm -.005 Tc [( b)5.4(y)0( pr)9.8(o)7.3(viding all inv)7.3(olv)6.4(ed users an)]TJ ET EMC /P <>BDC BT 9 0 0 9 526.5577 493.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 481.4807 Tm -.005 Tc [(explanation as t)9.8(o)0( why a model has gener)19.5(ated a)]TJ ET EMC /P <>BDC BT 9 0 0 9 546.9109 481.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 469.4807 Tm -.005 Tc [(par)-24.4(ticular output or decision \(and what combination)]TJ ET EMC /P <>BDC BT 9 0 0 9 566.3855 469.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 457.4807 Tm -.005 Tc [(of input fact)9.8(ors contributed t)9.8(o)0( that\), which is not)]TJ ET EMC /P <>BDC BT 9 0 0 9 551.8484 457.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 445.4807 Tm -.005 Tc [(alwa)7.3(ys possible. Another adv)7.3(antage of incr)9.3(easing)]TJ ET EMC /P <>BDC BT 9 0 0 9 557.3491 445.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 433.4807 Tm -.005 Tc [(the interpr)9.3(etability of AI algorithms used in data)]TJ ET EMC /P <>BDC BT 9 0 0 9 548.9623 433.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 421.4807 Tm -.005 Tc [(pr)9.8(ocessing is t)9.8(o)0( incr)9.3(ease the cr)9.3(edibility fr)9.8(om users. )]TJ ET EMC /P <>BDC BT /F1 1 Tf 9 0 0 9 361.7368 265.4807 Tm [(The Right t)14.7(o)0( Er)14.7(asur)9.3(e )]TJ ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 361.7368 253.4807 Tm [(Since data sharing and data openness ar)9.3(e cor)9.3(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 546.6955 253.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 241.4807 Tm -.005 Tc [(concepts of AI, a lar)9.3(ge amount of data ma)7.3(y be)]TJ ET EMC /P <>BDC BT 9 0 0 9 543.4216 241.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 229.4807 Tm -.005 Tc [(st)9.8(or)9.3(ed in a thir)9.3(d par)-24.4(ty)-7.3()54.7(s)0( data ser)-8.8(v)6.4(er or deplo)7.3(y)6.4(ed in)]TJ ET EMC /P <>BDC BT 9 0 0 9 555.4378 229.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 217.4807 Tm -.005 Tc [(the cloud. As a r)9.3(esult, it is har)9.3(d for data contr)9.8(ollers)]TJ ET EMC /P <>BDC BT 9 0 0 9 559.882 217.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 205.4807 Tm -.005 Tc [(t)9.8(o)0( ensur)9.3(e that the ser)-8.8(v)6.4(er implements the deleting)]TJ ET EMC /P <>BDC BT 9 0 0 9 555.1025 205.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 193.4807 Tm -.005 Tc [(oper)19.5(ation or if the data r)9.3(equir)9.3(ed t)9.8(o)0( be er)19.5(ased ar)9.3(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 551.6782 193.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 181.4807 Tm -.005 Tc [(deleted completely fr)9.8(om other joint contr)9.8(ollers or)]TJ ET EMC /P <>BDC BT 9 0 0 9 554.4775 181.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 169.4807 Tm -.005 Tc [(data pr)9.8(ocessors. )19.5(The British House of Lor)9.3(ds points)]TJ ET EMC /P <>BDC BT 9 0 0 9 562.1943 169.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 157.4807 Tm -.005 Tc [(out that the data link terminal \(DL)134.3(T\) contributes t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 557.6614 157.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 145.4807 Tm -.005 Tc [(compliance with GDPR r)9.3(egulations b)5.4(y)0( authorizing or)]TJ ET EMC /P <>BDC BT 9 0 0 9 566.3383 145.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 133.4807 Tm -.005 Tc [(accessing the specied DL)134.3(T)106.5(.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 472.9343 136.1807 Tm -.0083 Tc (11)Tj ET EMC /P <>BDC BT 9 0 0 9 478.909 133.4807 Tm -.005 Tc [( Cor)9.3(da network, which)]TJ ET EMC /P <>BDC BT 9 0 0 9 566.088 133.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 121.4807 Tm -.005 Tc [(is a public network composed of nodes oper)19.5(ated b)5.4(y)]TJ ET EMC /P <>BDC BT 9 0 0 9 565.3901 121.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 109.4807 Tm -.005 Tc [(the par)-24.4(ticipants under strict policies with dened)]TJ ET EMC /P <>BDC BT 9 0 0 9 553.8535 109.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 97.4807 Tm -.005 Tc [(rules for personal data handling b)5.4(y)0( diff)11.7(er)9.3(ent)]TJ ET EMC /P <>BDC BT 9 0 0 9 533.8152 97.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 85.4807 Tm -.005 Tc [(network ser)-8.8(vices, could contribute t)9.8(o)0( GDPR)]TJ ET EMC /P <>BDC BT 9 0 0 9 532.1263 85.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 361.7368 73.4807 Tm -.005 Tc [(compliance with r)9.3(espect t)9.8(o)0( the right t)9.8(o)0( er)19.5(asur)9.3(e.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 547.3911 76.1807 Tm -.0084 Tc (12 )Tj ET EMC /Artifact <>BDC .9 .53 .1 0 k /GS3 gs 361.737 288.203 206.434 121.271 re f EMC /P <>BDC BT 14 0 0 14 398.7001 379.9041 Tm 0 0 0 0 k .0351 Tc [(DE)17.5(-)17.5(IDEN)14.1(TIFICA)63(TION)]TJ ET EMC /P <>BDC BT 14 0 0 14 530.8936 379.9041 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.454 361.9041 Tm .0351 Tc [(\()17.5(PSEUDON)13.6(YMIZ)-6.4(A)63(TION)17.5(\))]TJ ET EMC /P <>BDC BT 14 0 0 14 524.6748 361.9041 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.7001 343.9041 Tm .0351 Tc -.0175 Tw [(ALL)31.7(OWS)17.5( MORE)17.5( D)10.2(A)63(T)38.5(A)17.5( )19.6(T)13.6(O)17.5( BE)]TJ ET EMC /P <>BDC BT 14 0 0 14 555.1289 343.9041 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.7001 325.9041 Tm .0351 Tc -.0175 Tw [(USED)67.3(,)35.1( PROCESSED)17.5( AND)]TJ ET EMC /P <>BDC BT 14 0 0 14 529.0225 325.9041 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.7001 307.9041 Tm .0351 Tc -.0175 Tw [(AN)-8.8(AL)116.7(YZED)17.5( IN)17.5( AI)17.5(.)]TJ ET EMC /Figure <>BDC Q q 1 i 485.647 317.328 23 -23.75 re W n .047059 .65098 .98824 .003922 k /GS3 gs q 1 0 0 1 503.751 307.04 cm 0 0 m -.099 -2.881 -.579 -5.075 -1.441 -6.582 c -2.301 -8.089 -3.643 -9.223 -5.464 -9.985 c -3.279 -13.462 l -.265 -12.104 1.937 -10.101 3.328 -7.452 c 4.389 -5.464 4.918 -2.252 4.918 2.186 c 4.918 10.382 l -4.67 10.382 l -4.67 0 l 0 0 l h -12.64 0 m -12.739 -2.881 -13.219 -5.075 -14.081 -6.582 c -14.941 -8.089 -16.283 -9.223 -18.104 -9.985 c -15.919 -13.462 l -12.905 -12.104 -10.703 -10.101 -9.312 -7.452 c -8.251 -5.464 -7.722 -2.252 -7.722 2.186 c -7.722 10.382 l -17.31 10.382 l -17.31 0 l -12.64 0 l f Q EMC /Figure <>BDC Q q 1 i 368.647 405.33 23 -23.75 re W n .047059 .65098 .98824 .003922 k /GS3 gs q 1 0 0 1 373.565 391.962 cm 0 0 m .099 2.881 .579 5.075 1.441 6.582 c 2.301 8.089 3.643 9.223 5.464 9.985 c 3.279 13.462 l .265 12.104 -1.937 10.101 -3.328 7.452 c -4.389 5.464 -4.918 2.252 -4.918 -2.186 c -4.918 -10.382 l 4.67 -10.382 l 4.67 0 l 0 0 l h 12.64 0 m 12.739 2.881 13.219 5.075 14.081 6.582 c 14.941 8.089 16.283 9.223 18.104 9.985 c 15.919 13.462 l 12.905 12.104 10.703 10.101 9.312 7.452 c 8.251 5.464 7.722 2.252 7.722 -2.186 c 7.722 -10.382 l 17.31 -10.382 l 17.31 0 l 12.64 0 l f Q EMC Q endstream endobj 110 0 obj <>/ExtGState<>>> endobj 145 0 obj <> endobj 150 0 obj <> endobj 155 0 obj <> endobj 160 0 obj <> endobj 171 0 obj <> endobj 176 0 obj <> endobj 177 0 obj <> endobj 178 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.5 391.56 m W n .059998 783 603 -783 re W n /GS2 gs BT /F3 1 Tf 7 0 0 7 36.9471 23.0228 Tm 0 0 0 1 k 0 Tc 0 Tw [( 2019 ISA)5.4(CA. All rights r)9.3(eser)-8.8(v)6.4(ed. )]TJ ET EMC /P <>BDC BT /F4 1 Tf 7 0 0 7 144.4321 23.0228 Tm [(www)60.6(.isaca.or)9.3(g)]TJ ET EMC /P <>BDC BT /F3 1 Tf 7 0 0 7 488.5055 23.0228 Tm [(ISA)5.4(CA )]TJ ET EMC /P <>BDC BT 7 0 0 7 509.9464 23.0228 Tm [(JOURN)-8.8(AL)]TJ ET EMC /P <>BDC /GS3 gs BT 7 0 0 7 540.8551 23.0228 Tm .21 1 .75 .12 k [( V)6.4(OL 6)]TJ ET EMC /P <>BDC BT 7 0 0 7 584.9167 23.0228 Tm (3)Tj ET EMC /Artifact <>BDC 0 0 0 1 K 0 J 0 j .75 w 10 M [] 0 d /GS2 gs q 1 0 0 1 570.156 31.289 cm 0 0 m 0 -39.376 l S Q EMC /P <>BDC BT /F1 1 Tf 9 0 0 9 38.1178 661.4807 Tm 0 0 0 1 k -.005 Tc (Data Minimization )Tj ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 38.1178 649.4807 Tm [(De-identication \(pseudonymization\) allows mor)9.3(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 234.03 649.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 637.4807 Tm -.005 Tc [(data t)9.8(o)0( be used, pr)9.8(ocessed and analyz)7.8(ed in AI.)]TJ ET EMC /P <>BDC BT 9 0 0 9 220.6452 637.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 625.4807 Tm -.005 Tc (Pseudonymization meets the GDPR principle of)Tj ET EMC /P <>BDC BT 9 0 0 9 224.7299 625.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 613.4807 Tm -.005 Tc [(data minimization, unlik)9.8(e anonymization, which)]TJ ET EMC /P <>BDC BT 9 0 0 9 224.152 613.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 601.4807 Tm -.005 Tc (means that the data subject is no longer or not)Tj ET EMC /P <>BDC BT 9 0 0 9 221.923 601.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 589.4807 Tm -.005 Tc [(identiable. If an Internet nance or)9.3(ganization)]TJ ET EMC /P <>BDC BT 9 0 0 9 218.8425 589.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 577.4807 Tm -.005 Tc [(wants t)9.8(o)0( r)9.3(ecommend cust)9.8(omiz)7.8(ed nancial pr)9.8(oducts)]TJ ET EMC /P <>BDC BT 9 0 0 9 243.3509 577.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 565.4807 Tm -.005 Tc [(without ha)7.3(ving inter)9.3(est in knowing the actual)]TJ ET EMC /P <>BDC BT 9 0 0 9 213.8788 565.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 553.4807 Tm -.005 Tc [(identities of individuals, it can pseudonymiz)7.8(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 214.3522 553.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 541.4807 Tm -.005 Tc [(cust)9.8(omers personal data b)5.4(y)0( r)9.3(eplacing the ob)5.4(vious)]TJ ET EMC /P <>BDC BT 9 0 0 9 236.313 541.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 529.4807 Tm -.005 Tc [(identiers such as name or email addr)9.3(ess with a)]TJ ET EMC /P <>BDC BT 9 0 0 9 228.6028 529.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 517.4807 Tm -.005 Tc [(simple r)9.3(e)0(f)11.7(e)0(r)9.3(ence number)60.1(. GDPR pr)9.8(omotes)]TJ ET EMC /P <>BDC BT 9 0 0 9 203.9939 517.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 505.4807 Tm -.005 Tc [(pseudonymization as an appr)9.8(opriate saf)11.7(eguar)9.3(d for)]TJ ET EMC /P <>BDC BT 9 0 0 9 237.5358 505.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 493.4807 Tm -.005 Tc [(or)9.3(ganizations t)9.8(o)0( r)9.3(epurpose data without additional)]TJ ET EMC /P <>BDC BT 9 0 0 9 236.9975 493.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 481.4807 Tm -.005 Tc (consent.)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 72.2505 484.1806 Tm -.0083 Tc (13)Tj ET EMC /P <>BDC BT 9 0 0 9 78.2251 481.4807 Tm -.005 Tc [( As a r)9.3(esult, pseudonymization is an)]TJ ET EMC /P <>BDC BT 9 0 0 9 219.7927 481.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 469.4807 Tm -.005 Tc [(appr)9.8(oach t)9.8(o)0( giv)6.4(e AI pr)9.8(o)7.3(viders exibility in)]TJ ET EMC /P <>BDC BT 9 0 0 9 199.4272 469.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 457.4807 Tm -.005 Tc [(pr)9.8(ocessing personal data b)5.4(y)0( under)9.3(going diff)11.7(er)9.3(ent)]TJ ET EMC /P <>BDC BT 9 0 0 9 231.8669 457.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 445.4807 Tm -.005 Tc [(le)6.4(v)6.4(els of de-identication. )]TJ ET EMC /P <>BDC /GS3 gs BT /F2 1 Tf 11 0 0 11 38.1178 419.4807 Tm .9 .53 .1 0 k [(GDPR Compliance A)23.5(ppr)17.6(oaches for AI)]TJ ET EMC /P <>BDC BT 11 0 0 11 218.4642 419.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 11 0 0 11 38.1178 405.4807 Tm -.005 Tc [(A)23.5(pplication in an Internet Finance)]TJ ET EMC /P <>BDC BT 11 0 0 11 202.0596 405.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 11 0 0 11 38.1178 391.4807 Tm -.005 Tc [(Or)9.3(ganization )]TJ ET EMC /P <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 38.1178 373.4807 Tm 0 0 0 1 k [(In an Internet nance or)9.3(ganization, ther)9.3(e ar)9.3(e many)]TJ ET EMC /P <>BDC BT 9 0 0 9 235.4331 373.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 361.4807 Tm -.005 Tc [(AI applications adopted such as FR)39.1(T)19.5( when opening)]TJ ET EMC /P <>BDC BT 9 0 0 9 239.377 361.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 349.4807 Tm -.005 Tc [(a bank account and ML in e)6.4(v)7.3(aluating personal loan)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.15 349.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 337.4807 Tm -.005 Tc [(applications. )19.5(The application of AI adds a number)]TJ ET EMC /P <>BDC BT 9 0 0 9 233.6586 337.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 325.4807 Tm -.005 Tc [(of risk fact)9.8(ors including data accur)19.5(acy)52.3(, hack)9.8(ers/bad)]TJ ET EMC /P <>BDC BT 9 0 0 9 241.8558 325.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 313.4807 Tm -.005 Tc [(act)9.8(ors and intended use case. )19.5(T)48.4(o)0( mitigate the risk,)]TJ ET EMC /P <>BDC BT 9 0 0 9 235.9638 313.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 301.4807 Tm -.005 Tc [(or)9.3(ganizations can implement the measur)9.3(es of)]TJ ET EMC /P <>BDC BT 9 0 0 9 219.3872 301.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 289.4807 Tm -.005 Tc [(priv)7.3(acy b)5.4(y)0( design, security b)5.4(y)0( design and trust b)5.4(y)]TJ ET EMC /P <>BDC BT 9 0 0 9 230.0147 289.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 277.4807 Tm -.005 Tc [(design; data pr)9.8(otection impact assessment \(DPI)-8.8(A\);)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.7695 277.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 265.4807 Tm -.005 Tc [(and trustwor)-24.4(thy AI assessment. )]TJ ET EMC /P <>BDC BT 9 0 0 9 38.1178 241.4807 Tm [(The following scenarios inv)7.3(olv)6.4(e AI applications and)]TJ ET EMC /P <>BDC BT 9 0 0 9 239.9101 241.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 229.4807 Tm -.005 Tc (detail how each scenario can comply with GDPR. )Tj ET EMC /P <>BDC BT /F1 1 Tf 9 0 0 9 38.1178 205.4807 Tm [(Scenario 1: F)16.6(acial-Recognition )29.3(T)43.5(echnology )]TJ ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 38.1178 193.4807 Tm [(F)16.6(acial- and image-r)9.3(ecognition technology can help)]TJ ET EMC /P <>BDC BT 9 0 0 9 236.0626 193.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 181.4807 Tm -.005 Tc [(analyz)7.8(e huge v)7.3(olumes of crime video footage,)]TJ ET EMC /P <>BDC BT 9 0 0 9 218.6522 181.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 169.4807 Tm -.005 Tc [(narr)9.8(owing down the sear)9.3(ch and showing wher)9.3(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 223.896 169.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 157.4807 Tm -.005 Tc [(people should focus their attention. Risk fact)9.8(ors)]TJ ET EMC /P <>BDC BT 9 0 0 9 227.0801 157.4807 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 38.1178 145.4807 Tm -.005 Tc [(inv)7.3(olv)6.4(ed in FR)39.1(T)19.5( include: )]TJ ET EMC /LBody <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 49.1177 127.4807 Tm .05 .65 1 .01 k [(Data accur)14.7(acy)]TJ ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 105.7498 127.4807 Tm 0 0 0 1 k [(The risk of data accur)19.5(acy ma)7.3(y)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 231.1474 127.4807 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F7 1 Tf 12 0 0 12 38.1178 127.4807 Tm .05 .65 1 .01 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 49.1177 115.4807 Tm 0 0 0 1 k -.005 Tc [(include, but is not limited t)9.8(o, the following)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 212.4817 115.4807 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 49.1177 103.4807 Tm -.005 Tc (scenarios: )Tj ET EMC /LBody <>BDC BT 9 0 0 9 59.524 91.4807 Tm 0 Tc [(A phot)9.8(o tak)9.8(en with a similar back)9.8(gr)9.8(ound or)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 230.3702 91.4807 Tm ( )Tj ET EMC /Lbl <>BDC BT 9 0 0 9 49.1177 91.4807 Tm ()Tj ET EMC /LBody <>BDC BT 9 0 0 9 60.1178 79.4807 Tm [(similar facial expr)9.3(ession ma)7.3(y be r)9.3(ecogniz)7.8(ed)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 234.6466 79.4807 Tm ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 60.1178 67.4807 Tm (as the same person. )Tj ET EMC /LBody <>BDC BT 9 0 0 9 278.024 514.9348 Tm [(The system has diculty r)9.3(ecognizing facial)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 450.3116 514.9348 Tm ( )Tj ET EMC /Lbl <>BDC BT 9 0 0 9 267.6178 514.9348 Tm ()Tj ET EMC /LBody <>BDC BT 9 0 0 9 278.6177 502.9348 Tm [(f)11.7(eatur)9.3(es in low light conditions. )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 278.024 490.9348 Tm [(The system has an inher)9.3(ent r)19.5(acial or )]TJ ET EMC /Lbl <>BDC BT 9 0 0 9 267.6178 490.9348 Tm ()Tj ET EMC /LBody <>BDC BT 9 0 0 9 278.6177 478.9348 Tm (gender bias. )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 454.9348 Tm -.005 Tc [(These risk fact)9.8(ors ar)9.3(e often caused b)5.4(y)0( a small)]TJ ET EMC /P <>BDC BT 9 0 0 9 449.2663 454.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 442.9348 Tm -.005 Tc [(tr)19.5(aining data set scope, inappr)9.8(opriate tr)19.5(aining)]TJ ET EMC /P <>BDC BT 9 0 0 9 446.0925 442.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 430.9348 Tm -.005 Tc [(data collection appr)9.8(oaches or inappr)9.8(opriate)]TJ ET EMC /P <>BDC BT 9 0 0 9 439.6675 430.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 418.9348 Tm -.005 Tc [(tr)19.5(aining data labeling. )19.5(The risk can be mitigated)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.1851 418.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 406.9348 Tm -.005 Tc [(b)5.4(y)0( collecting mor)9.3(e data. Howe)6.4(v)6.4(e)0(r)60.1(,)0( it ma)7.3(y violate)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.9992 406.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 394.9348 Tm -.005 Tc (the GDPR principle of data minimization, which)Tj ET EMC /P <>BDC BT 9 0 0 9 452.2502 394.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 382.9348 Tm -.005 Tc [(states that data contr)9.8(ollers must only collect and)]TJ ET EMC /P <>BDC BT 9 0 0 9 460.5298 382.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 370.9348 Tm -.005 Tc [(pr)9.8(ocess personal data that ar)9.3(e r)9.3(ele)6.4(v)7.3(ant,)]TJ ET EMC /P <>BDC BT 9 0 0 9 423.1911 370.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 358.9348 Tm -.005 Tc [(necessar)-8.8(y and adequate t)9.8(o)0( accomplish the)]TJ ET EMC /P <>BDC BT 9 0 0 9 437.091 358.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 346.9348 Tm -.005 Tc [(purposes for which the)6.4(y ar)9.3(e pr)9.8(ocessed.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 422.8152 349.9048 Tm -.0083 Tc (14)Tj ET EMC /P <>BDC BT 9 0 0 9 428.7898 346.9348 Tm -.005 Tc ( GDPR)Tj ET EMC /P <>BDC BT 9 0 0 9 454.0443 346.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 334.9348 Tm -.005 Tc [(does not pr)9.8(omote data sharing with thir)9.3(d par)-24.4(ties)]TJ ET EMC /P <>BDC BT 9 0 0 9 457.8292 334.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 322.9348 Tm -.005 Tc [(unless adequate saf)11.7(eguar)9.3(ds exist. Ar)-24.4(ticle 28\(3\))]TJ ET EMC /P <>BDC BT 9 0 0 9 453.7829 322.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 310.9348 Tm -.005 Tc [(has strict r)9.3(egulations on what information must)]TJ ET EMC /P <>BDC BT 9 0 0 9 455.053 310.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 298.9348 Tm -.005 Tc [(be included in the contr)19.5(act with the outsour)9.3(cer)]TJ ET EMC /P <>BDC BT 9 0 0 9 450.5882 298.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 286.9348 Tm -.005 Tc [(pr)9.8(ocessors.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 314.2104 289.9048 Tm -.0083 Tc (15)Tj ET EMC /P <>BDC BT 9 0 0 9 320.185 286.9348 Tm -.005 Tc [( )19.5(T)48.4(o)0( solv)6.4(e this pr)9.8(oblem, f)11.7(eder)19.5(ated)]TJ ET EMC /P <>BDC BT 9 0 0 9 448.4578 286.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 274.9348 Tm -.005 Tc [(learning pr)9.8(o)7.3(vides some technical suppor)-24.4(t t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 440.7529 274.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 262.9348 Tm -.005 Tc [(impr)9.8(o)7.3(v)6.4(e data openness without unsaf)11.7(ely)]TJ ET EMC /P <>BDC BT 9 0 0 9 427.3459 262.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 250.9348 Tm -.005 Tc [(tr)19.5(ansf)11.7(erring data among diff)11.7(er)9.3(ent)]TJ ET EMC /P <>BDC BT 9 0 0 9 398.7516 250.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 238.9348 Tm -.005 Tc [(or)9.3(ganizations.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 323.7654 241.9048 Tm -.0083 Tc (16)Tj ET EMC /P <>BDC BT 9 0 0 9 329.74 238.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 214.9348 Tm -.005 Tc [(GDPR compliance appr)9.8(oaches include ensuring)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.8242 214.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 202.9348 Tm -.005 Tc [(that pr)9.8(ocedur)9.3(es ar)9.3(e in place t)9.8(o)0( monit)9.8(or the AI)]TJ ET EMC /P <>BDC BT 9 0 0 9 445.6848 202.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 190.9348 Tm -.005 Tc [(agent per)-7.3(formance and r)9.3(espond t)9.8(o)0( de)6.4(viations)]TJ ET EMC /P <>BDC BT 9 0 0 9 447.5073 190.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 178.9348 Tm -.005 Tc [(fr)9.8(om the expected per)-7.3(formance including)]TJ ET EMC /P <>BDC BT 9 0 0 9 430.8254 178.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 166.9348 Tm -.005 Tc [(adv)6.4(ersarial inputs, out-of-distribution err)9.8(ors,)]TJ ET EMC /P <>BDC BT 9 0 0 9 439.5446 166.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 154.9348 Tm -.005 Tc [(err)9.8(ors in the learning pr)9.8(ocess, unexpected r)19.5(apid)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.4981 154.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 142.9348 Tm -.005 Tc [(capability gain and other lar)9.3(ge context changes.)]TJ ET EMC /P <>BDC BT 9 0 0 9 456.1856 142.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 130.9348 Tm -.005 Tc [(The)6.4(y also inv)7.3(olv)6.4(e emplo)7.3(ying strict saf)11.7(ety and)]TJ ET EMC /P <>BDC BT 9 0 0 9 444.2753 130.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 118.9348 Tm -.005 Tc [(contr)9.8(ol measur)9.3(es t)9.8(o)0( pr)9.3(e)6.4(v)6.4(ent uncontr)9.8(olled)]TJ ET EMC /P <>BDC BT 9 0 0 9 429.9411 118.9348 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 267.6178 106.9348 Tm -.005 Tc [(e)6.4(v)7.3(olution of the agent. )]TJ ET EMC /LBody <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 267.6178 88.9348 Tm .05 .65 1 .01 k [(Hack)9.8(ers/bad act)14.7(ors)]TJ ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 346.1733 88.9348 Tm 0 0 0 1 k [(Another risk is br)9.8(ought b)5.4(y)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 454.1409 88.9348 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F7 1 Tf 12 0 0 12 256.6178 88.9348 Tm .05 .65 1 .01 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 267.6178 76.9348 Tm 0 0 0 1 k -.005 Tc [(hack)9.8(ers/bad act)9.8(ors in which car)9.3(eful)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 408.7822 76.9348 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 267.6178 64.9348 Tm -.005 Tc [(manipulation of r)9.3(eal-lif)11.7(e scenarios and objects)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 449.907 64.9348 Tm 0 Tc ( )Tj ET EMC /Artifact <>BDC .9 .53 .1 0 k /GS3 gs 256.12 530.283 314.036 137.948 re f EMC /P <>BDC BT 14 0 0 14 293.0833 638.6605 Tm 0 0 0 0 k .0351 Tc -.0175 Tw [(GDPR)17.5( COMPLI)-8.8(ANCE)17.5( APPRO)10.2(A)5.3(CHES)]TJ ET EMC /P <>BDC BT 14 0 0 14 524.5003 638.6605 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 266.0833 620.6605 Tm .0351 Tc -.0175 Tw [(INCL)26.3(UDE)17.5( ENSURING)17.6( )19.6(TH)-8.8(A)63(T)37.1( PROCEDURES)17.5( ARE)]TJ ET EMC /P <>BDC BT 14 0 0 14 566.5092 620.6605 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 266.0833 602.6605 Tm .0351 Tc -.0175 Tw [(IN)17.5( PL)-9.3(A)5.3(C)0(E)17.5( )19.6(T)13.6(O)17.5( MONI)14.1(T)13.6(O)0(R)17.5( )19.6(THE)17.5( AI)17.5( A)5.3(GEN)14.1(T)]TJ ET EMC /P <>BDC BT 14 0 0 14 518.5688 602.6605 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 266.0833 584.6605 Tm .0351 Tc -.0175 Tw [(PERFORM)-8.8(ANCE)17.5( AND)17.5( RESPOND)17.5( )19.6(T)13.6(O)]TJ ET EMC /P <>BDC BT 14 0 0 14 495.7846 584.6605 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 266.0833 566.6605 Tm .0351 Tc -.0175 Tw [(DEVI)-8.8(A)63(TIONS)17.5( FROM)17.6( )19.6(THE)17.5( EXPEC)14.1(TED)]TJ ET EMC /P <>BDC BT 14 0 0 14 498.9906 566.6605 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 266.0833 548.6605 Tm .0351 Tc [(PERFORM)-8.8(ANCE)17.5(.)]TJ ET EMC /Figure <>BDC Q q 1 i 377.511 559.221 m 400.508 559.593 l 400.893 535.847 l 377.896 535.474 l W n 377.51 559.315 m 400.528 559.688 l 400.915 535.847 l 377.896 535.474 l W n .047059 .65098 .98824 .003922 k /GS3 gs q 1 0 0 1 395.779 549.227 cm 0 0 m -.052 -2.882 -.497 -5.084 -1.334 -6.604 c -2.17 -8.125 -3.493 -9.281 -5.301 -10.072 c -3.06 -13.513 l -.069 -12.106 2.1 -10.068 3.448 -7.397 c 4.477 -5.392 4.954 -2.172 4.882 2.265 c 4.749 10.46 l -4.838 10.305 l -4.669 -.076 l 0 0 l h -12.638 -.205 m -12.69 -3.087 -13.135 -5.289 -13.972 -6.809 c -14.808 -8.33 -16.131 -9.486 -17.939 -10.277 c -15.698 -13.718 l -12.707 -12.311 -10.538 -10.273 -9.19 -7.602 c -8.161 -5.597 -7.684 -2.377 -7.756 2.061 c -7.889 10.255 l -17.476 10.1 l -17.307 -.28 l -12.638 -.205 l f Q EMC /Figure <>BDC Q q 1 i 263.031 664.086 23 -23.75 re W n .047059 .65098 .98824 .003922 k /GS3 gs q 1 0 0 1 267.948 650.718 cm 0 0 m .099 2.881 .579 5.075 1.441 6.582 c 2.301 8.089 3.643 9.223 5.464 9.985 c 3.279 13.462 l .265 12.104 -1.937 10.101 -3.328 7.452 c -4.389 5.464 -4.918 2.252 -4.918 -2.186 c -4.918 -10.382 l 4.67 -10.382 l 4.67 0 l 0 0 l h 12.64 0 m 12.739 2.881 13.219 5.075 14.081 6.582 c 14.941 8.089 16.283 9.223 18.104 9.985 c 15.919 13.462 l 12.905 12.104 10.703 10.101 9.312 7.452 c 8.251 5.464 7.722 2.252 7.722 -2.186 c 7.722 -10.382 l 17.31 -10.382 l 17.31 0 l 12.64 0 l f Q EMC Q endstream endobj 179 0 obj <>/ExtGState<>>> endobj 201 0 obj <> endobj 212 0 obj <> endobj 217 0 obj <> endobj 228 0 obj <> endobj 229 0 obj <> endobj 230 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.5 391.56 m W n .059998 783 603 -783 re W n /GS2 gs BT /F3 1 Tf 7 0 0 7 414.6031 26.7288 Tm 0 0 0 1 k 0 Tc 0 Tw [( 2019 ISA)5.4(CA. All rights r)9.3(eser)-8.8(v)6.4(ed. )]TJ ET EMC /P <>BDC BT /F4 1 Tf 7 0 0 7 522.0879 26.7288 Tm [(www)60.6(.isaca.or)9.3(g)]TJ ET EMC /P <>BDC BT /F3 1 Tf 7 0 0 7 39.7789 24.9858 Tm [(ISA)5.4(CA )]TJ ET EMC /P <>BDC BT 7 0 0 7 61.2198 24.9858 Tm [(JOURN)-8.8(AL)]TJ ET EMC /P <>BDC /GS3 gs BT 7 0 0 7 92.1285 24.9858 Tm .21 1 .75 .12 k [( V)6.4(OL 6)]TJ ET EMC /P <>BDC BT 7 0 0 7 13.2407 24.9858 Tm (4)Tj ET EMC /Artifact <>BDC 0 0 0 1 K 0 J 0 j .75 w 10 M [] 0 d /GS2 gs q 1 0 0 1 30.704 33.462 cm 0 0 m 0 -39.377 l S Q EMC /Artifact <>BDC q 1 0 0 1 484.09 299.984 cm 0 0 m 0 -39.376 l S Q EMC /LBody <>BDC BT 9 0 0 9 153.7524 681.1088 Tm 0 0 0 1 k -.005 Tc [(can lead t)9.8(o)0( unexpected outcomes, e)6.4(v)6.4(en in cases)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 344.7218 681.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 669.1088 Tm -.005 Tc [(wher)9.3(e the adv)6.4(ersar)-8.8(y does not ha)7.3(v)6.4(e)0( access t)9.8(o)0( the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 345.8809 669.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 657.1088 Tm -.005 Tc [(underlying data or assumptions used in tr)19.5(aining.)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 343.3618 657.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 645.1088 Tm -.005 Tc [(Because of the strict r)9.3(egulations of GDPR,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 318.9212 645.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 633.1088 Tm -.005 Tc [(be)6.4(y)7.3(ond encr)-8.8(yption, ther)9.3(e ar)9.3(e many other )]TJ ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 314.1859 633.1088 Tm [(de fact)9.8(o)]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 345.981 633.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 621.1088 Tm -.005 Tc [(mandat)9.8(or)-8.8(y security-enhancing technologies such)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 347.6133 621.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 609.1088 Tm -.005 Tc [(as antivirus, antispam, r)9.3(ewalls, identity and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 326.9283 609.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 597.1088 Tm -.005 Tc [(access management, and data loss pr)9.3(e)6.4(v)6.4(ention)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 337.4388 597.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 585.1088 Tm -.005 Tc [(\(DLP\), t)9.8(o)0( ensur)9.3(e that tr)19.5(aining and input data ar)9.3(e)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 340.0737 585.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 573.1088 Tm -.005 Tc [(st)9.8(or)9.3(ed in a secur)9.3(e envir)9.8(onment. )]TJ ET EMC /P <>BDC BT 9 0 0 9 153.7524 549.1088 Tm [(Rigor)9.8(ous testing is also r)9.3(equir)9.3(ed. Other possible)]TJ ET EMC /P <>BDC BT 9 0 0 9 342.394 549.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 537.1088 Tm -.005 Tc [(appr)9.8(oaches t)9.8(o)0( mak)9.8(e AI GDPR compliant include)]TJ ET EMC /P <>BDC BT 9 0 0 9 342.5793 537.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 525.1088 Tm -.005 Tc [(r)9.3(estricting access t)9.8(o)0( the AI agent pr)9.8(oduction)]TJ ET EMC /P <>BDC BT 9 0 0 9 328.551 525.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 513.1088 Tm -.005 Tc [(envir)9.8(onment t)9.8(o)0( authoriz)7.8(ed users and conducting)]TJ ET EMC /P <>BDC BT 9 0 0 9 344.7438 513.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 501.1088 Tm -.005 Tc [(penetr)19.5(ation tests and cybersecurity contr)9.8(ol)]TJ ET EMC /P <>BDC BT 9 0 0 9 322.4402 501.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 489.1088 Tm -.005 Tc [(assessments of the AI agent. )19.5(T)48.4(o)0( ght r)9.3(e with)]TJ ET EMC /P <>BDC BT 9 0 0 9 337.7257 489.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 477.1088 Tm -.005 Tc [(r)9.3(e,)83( or)9.3(ganizations should use technology as the)]TJ ET EMC /P <>BDC BT 9 0 0 9 343.9375 477.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 465.1088 Tm -.005 Tc [(answer t)9.8(o)0( cybersecurity concerns that sur)-7.3(face)]TJ ET EMC /P <>BDC BT 9 0 0 9 336.1578 465.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 153.7524 453.1088 Tm -.005 Tc [(amid widespr)9.3(ead technological inno)7.3(v)7.3(ation. )]TJ ET EMC /LBody <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 153.7524 435.1088 Tm .05 .65 1 .01 k [(Intended use case \(e.g., dir)9.3(ect mark)9.8(eting\))]TJ ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 320.3319 435.1088 Tm 0 0 0 1 k 0 Tc ()Tj ET EMC /Lbl <>BDC /GS3 gs BT /F7 1 Tf 12 0 0 12 142.7523 435.1088 Tm .05 .65 1 .01 k ()Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 153.7524 423.1088 Tm 0 0 0 1 k -.005 Tc [(When pr)9.8(ocessing an individual)54.7(s personal data in)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 345.2516 423.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 411.1088 Tm -.005 Tc [(the context of dir)9.3(ect mark)9.8(eting activities, GDPR)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 339.477 411.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 399.1088 Tm -.005 Tc [(r)9.3(equir)9.3(es that data contr)9.8(ollers satisfy all their)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 327.3658 399.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 387.1088 Tm -.005 Tc [(compliance r)9.3(esponsibilities under the r)9.3(egulation,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 344.7186 387.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 375.1088 Tm -.005 Tc [(including lawful pr)9.8(ocessing and the tr)19.5(anspar)9.3(ency)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 346.75 375.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 363.1088 Tm -.005 Tc [(r)9.3(equir)9.3(ement. P)6.4(ossible appr)9.8(oaches t)9.8(o)0( mak)9.8(e AI)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 333.2157 363.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 351.1088 Tm -.005 Tc (GDPR compliant include that the AI model)Tj ET EMC /LBody <>BDC BT 9 0 0 9 319.1386 351.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 339.1088 Tm -.005 Tc [(designed or selected is commensur)19.5(ate with the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 340.4205 339.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 327.1088 Tm -.005 Tc [(interpr)9.3(etability or interr)9.8(ogation r)9.3(equir)9.3(ements of)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 338.2983 327.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 315.1088 Tm -.005 Tc [(the AI agent considering its objectiv)6.4(es,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 305.5947 315.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 303.1088 Tm -.005 Tc [(envir)9.8(onment, legal or r)9.3(egulat)9.8(or)-8.8(y r)9.3(equir)9.3(ements,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 334.3946 303.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 291.1088 Tm -.005 Tc [(and stak)9.8(eholder expectations. A pr)9.8(ocess is in)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 332.484 291.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 279.1088 Tm -.005 Tc [(place t)9.8(o)0( obtain consent fr)9.8(om the data subject or)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 343.274 279.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 267.1088 Tm -.005 Tc [(gr)9.8(oup t)9.8(o)0( use the data for the pr)9.8(oposed AI agent)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 340.379 267.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 153.7524 255.1088 Tm -.005 Tc [(as r)9.3(equir)9.3(ed. )]TJ ET EMC /P <>BDC BT /F1 1 Tf 9 0 0 9 142.7523 231.1088 Tm [(Scenario 2: ML A)23.5(pplied in P)6.4(ersonal Loan )]TJ ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 142.7523 219.1088 Tm [(The loan amount gr)19.5(anted b)5.4(y)0( the Internet nance)]TJ ET EMC /P <>BDC BT 9 0 0 9 331.9552 219.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 207.1088 Tm -.005 Tc [(or)9.3(ganizations is decided based on cust)9.8(omiz)7.8(ed)]TJ ET EMC /P <>BDC BT 9 0 0 9 325.9368 207.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 195.1088 Tm -.005 Tc [(scoring models, business algorithms and pr)9.3(edictiv)6.4(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 345.4774 195.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 183.1088 Tm -.005 Tc [(analytics. AI is used t)9.8(o)0( monit)9.8(or risk b)5.4(y)0( utilizing)]TJ ET EMC /P <>BDC BT 9 0 0 9 324.9506 183.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 171.1088 Tm -.005 Tc [(algorithms and the collection of diff)11.7(er)9.3(ent sour)9.3(ces of)]TJ ET EMC /P <>BDC BT 9 0 0 9 347.5353 171.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 159.1088 Tm -.005 Tc [(data dir)9.3(ectly fr)9.8(om borr)9.8(owers or thir)9.3(d par)-24.4(ties. GDPR)]TJ ET EMC /P <>BDC BT 9 0 0 9 342.242 159.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 147.1088 Tm -.005 Tc [(r)9.3(equir)9.3(es explicit consent \(e.g., a priv)7.3(acy policy\) t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 336.2941 147.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 135.1088 Tm -.005 Tc [(inform cust)9.8(omers of the legal basis of their)]TJ ET EMC /P <>BDC BT 9 0 0 9 312.9157 135.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 123.1088 Tm -.005 Tc [(personal data use. Or)9.3(ganizations can implement)]TJ ET EMC /P <>BDC BT 9 0 0 9 333.7217 123.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 142.7523 111.1088 Tm -.005 Tc [(the following AI-GDPR compliance measur)9.3(es: )]TJ ET EMC /LBody <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 373.649 681.1088 Tm .05 .65 1 .01 k [(Priv)7.3(acy b)5.4(y)0( design, security b)5.4(y)0( design and trust)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 559.1548 681.1088 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC BT /F7 1 Tf 12 0 0 12 362.6489 681.1088 Tm ()Tj ET EMC /LBody <>BDC BT /F2 1 Tf 9 0 0 9 373.649 669.1088 Tm -.005 Tc [(b)5.4(y)0( design)]TJ ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 412.1488 669.1088 Tm 0 0 0 1 k [(GDPR r)9.3(equir)9.3(es the I)14.2(T)19.5( system that)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 549.4921 669.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 657.1088 Tm -.005 Tc [(collects, pr)9.8(ocesses and st)9.8(or)9.3(es personal data)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 549.5779 657.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 645.1088 Tm -.005 Tc [(addr)9.3(esses the ongoing oper)19.5(ation and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 520.4734 645.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 633.1088 Tm -.005 Tc [(management of de)6.4(v)6.4(elopments t)9.8(o)0( enable)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 533.2649 633.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 621.1088 Tm -.005 Tc [(or)9.3(ganizations t)9.8(o)0( eff)11.7(ectiv)6.4(ely deal with the data)32.7()54.7(s)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 558.1245 621.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 609.1088 Tm -.005 Tc [(entir)9.3(e lif)11.7(e cy)6.4(cle.)]TJ ET EMC /LBody <>BDC BT 5.4 0 0 5.4 434.9823 611.8088 Tm -.0083 Tc (17)Tj ET EMC /LBody <>BDC BT 9 0 0 9 440.9568 609.1088 Tm -.005 Tc [( )19.5(The ethics guideline r)9.3(equir)9.3(es AI)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 566.5535 609.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 597.1088 Tm -.005 Tc [(be secur)9.3(e in its pr)9.8(ocesses, data and outcomes,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 558.4791 597.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 585.1088 Tm -.005 Tc [(and it should be designed t)9.8(o)0( be r)9.8(obust against)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 555.816 585.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 573.1088 Tm -.005 Tc [(adv)6.4(ersarial data and attacks.)]TJ ET EMC /LBody <>BDC BT 5.4 0 0 5.4 487.6569 575.8088 Tm -.0083 Tc (18 )Tj ET EMC /LBody <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 373.649 555.1088 Tm .05 .65 1 .01 k -.005 Tc [(Data pr)17.6(otection impact assessment \(DPI)-8.8(A\) and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 561.2761 555.1088 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC BT /F7 1 Tf 12 0 0 12 362.6489 555.1088 Tm ()Tj ET EMC /LBody <>BDC BT /F2 1 Tf 9 0 0 9 373.649 543.1088 Tm -.005 Tc [(trustwor)-24.4(thy AI assessment)]TJ ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 481.4515 543.1088 Tm 0 0 0 1 k [(GDPR r)9.3(equir)9.3(es that)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 563.425 543.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 531.1088 Tm -.005 Tc [(a DPI)-8.8(A is the pr)9.8(ocess b)5.4(y)0( which enterprises)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 541.2655 531.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 519.1088 Tm -.005 Tc [(systematically assess and identify the priv)7.3(acy)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 553.8736 519.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 507.1088 Tm -.005 Tc [(and data pr)9.8(otection impacts of any pr)9.8(oducts the)6.4(y)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 567.6309 507.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 495.1088 Tm -.005 Tc [(off)11.7(er and ser)-8.8(vices the)6.4(y pr)9.8(o)7.3(vide.)]TJ ET EMC /LBody <>BDC BT 5.4 0 0 5.4 497.0405 497.8088 Tm -.0083 Tc (19)Tj ET EMC /LBody <>BDC BT 9 0 0 9 503.0152 495.1088 Tm -.005 Tc [( Similarly)52.3(, the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 554.9209 495.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 483.1088 Tm -.005 Tc [(US Congr)9.3(ess wr)9.8(ote its concerns about Amaz)7.8(on)39.1()54.7(s)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 565.1687 483.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 471.1088 Tm -.005 Tc [(facial r)9.3(ecognition technology and r)9.3(equested)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 546.6522 471.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 459.1088 Tm -.005 Tc [(written r)9.3(esponses t)9.8(o)0( a list of questions as par)-24.4(t )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 373.649 447.1088 Tm [(of a r)9.3(ecommended trustwor)-24.4(thy AI assessment.)]TJ ET EMC /LBody <>BDC BT 5.4 0 0 5.4 559.3303 449.8088 Tm -.0083 Tc (20)Tj ET EMC /LBody <>BDC BT 9 0 0 9 565.3049 447.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 435.1088 Tm -.005 Tc [(The Amaz)7.8(on assessment includes testing for)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 552.2079 435.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 423.1088 Tm -.005 Tc [(accur)19.5(acy and bias, a mechanism for)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 515.8427 423.1088 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 373.649 411.1088 Tm -.005 Tc [(aut)9.8(omatically deleting unused data, etc. )]TJ ET EMC /P <>BDC /GS3 gs BT /F2 1 Tf 11 0 0 11 362.6489 245.1088 Tm .9 .53 .1 0 k (GDPRAI Compliance at Google,)Tj ET EMC /P <>BDC BT 11 0 0 11 523.1112 245.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 11 0 0 11 362.6489 231.1088 Tm -.005 Tc [(Micr)17.6(osoft and SAP )]TJ ET EMC /P <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 362.6489 213.1088 Tm 0 0 0 1 k [(The newly r)9.3(eleased ethics guidelines r)9.3(equir)9.3(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 536.6092 213.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 362.6489 201.1088 Tm -.005 Tc [(technical saf)11.7(ety)52.3(, priv)7.3(acy)52.3(, and data go)7.3(v)6.4(ernance)]TJ ET EMC /P <>BDC BT 9 0 0 9 542.8693 201.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 362.6489 189.1088 Tm -.005 Tc [(tr)19.5(anspar)9.3(ency and fairness.)]TJ ET EMC /P <>BDC BT 5.4 0 0 5.4 467.4271 191.8087 Tm -.0083 Tc (21)Tj ET EMC /P <>BDC BT 9 0 0 9 473.4016 189.1088 Tm -.005 Tc [( Google, Micr)9.8(osoft and)]TJ ET EMC /P <>BDC BT 9 0 0 9 562.8779 189.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 362.6489 177.1088 Tm -.005 Tc [(SAP mention fairness \(a)7.3(v)7.3(oid cr)9.3(eating or r)9.3(einfor)9.3(cing)]TJ ET EMC /P <>BDC BT 9 0 0 9 563.9755 177.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 362.6489 165.1088 Tm -.005 Tc [(unfair bias\) and saf)11.7(ety in their AI principles. )]TJ ET EMC /P <>BDC BT 9 0 0 9 362.6489 141.1088 Tm -.025 Tc [(Google will off)11.7(er its users an option t)9.8(o)0( aut)9.8(omatically)]TJ ET EMC /P <>BDC BT 9 0 0 9 558.183 141.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 362.6489 129.1088 Tm -.025 Tc [(delete their sear)9.3(ch and location hist)9.8(or)-8.8(y after thr)9.3(ee)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.2814 129.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 362.6489 117.1088 Tm -.025 Tc (months.)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 393.9673 119.8087 Tm -.0417 Tc (22)Tj ET EMC /P <>BDC BT 9 0 0 9 399.582 117.1088 Tm -.025 Tc [( Micr)9.8(osoft has been a leader in applying)]TJ ET EMC /P <>BDC BT 9 0 0 9 549.3234 117.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 362.6489 105.1088 Tm -.025 Tc [(inno)7.3(v)7.3(ativ)6.4(e techniques for pr)9.8(otecting priv)7.3(acy)52.3(, such as)]TJ ET EMC /P <>BDC BT 9 0 0 9 559.2123 105.1088 Tm 0 Tc ( )Tj ET EMC /Artifact <>BDC .9 .53 .1 0 k /GS3 gs 361.932 260.906 206.433 138.587 re f EMC /P <>BDC BT 14 0 0 14 398.895 369.923 Tm 0 0 0 0 k .0351 Tc -.0175 Tw [(MORE)17.5( ORGANIZ)-6.4(A)63(TIONS)]TJ ET EMC /P <>BDC BT 14 0 0 14 556.4018 369.923 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.895 351.923 Tm .0351 Tc -.0371 Tw [(ARE)17.5( )-19.6(BEGINNING)17.6( T)13.6(O)17.6( T)38.5(AKE)]TJ ET EMC /P <>BDC BT 14 0 0 14 540.8384 351.923 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.895 333.923 Tm .0351 Tc -.0175 Tw [(APPROPRI)-8.8(A)63(T)0(E)17.5( MEASURES)]TJ ET EMC /P <>BDC BT 14 0 0 14 547.0317 333.923 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.895 315.923 Tm .0351 Tc -.0175 Tw [(T)13.6(O)17.5( COMPL)116.7(Y)17.5( WI)14.1(TH)17.5( GDPR)]TJ ET EMC /P <>BDC BT 14 0 0 14 532.3413 315.923 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.895 297.923 Tm .0351 Tc -.0175 Tw [(USING)17.6( NEW)17.6( ME)-9.8(T)38.5(A)0(D)10.2(A)63(T)38.5(A)]TJ ET EMC /P <>BDC BT 14 0 0 14 529.019 297.923 Tm 0 Tc 0 Tw ( )Tj ET EMC /P <>BDC BT 14 0 0 14 371.895 279.923 Tm .0351 Tc -.0371 Tw [(M)-8.8(A)0(N)-8.8(A)5.3(GEMEN)14.1(T)37.1( T)13.6(OOLS)17.5(.)]TJ ET EMC /Figure <>BDC Q q 1 i 528.102 290.032 23 -23.75 re W n .047059 .65098 .98824 .003922 k /GS3 gs q 1 0 0 1 546.206 279.744 cm 0 0 m -.099 -2.881 -.579 -5.075 -1.441 -6.582 c -2.301 -8.089 -3.643 -9.223 -5.464 -9.985 c -3.279 -13.462 l -.265 -12.104 1.937 -10.101 3.328 -7.452 c 4.389 -5.464 4.918 -2.252 4.918 2.186 c 4.918 10.382 l -4.67 10.382 l -4.67 0 l 0 0 l h -12.64 0 m -12.739 -2.881 -13.219 -5.075 -14.081 -6.582 c -14.941 -8.089 -16.283 -9.223 -18.104 -9.985 c -15.919 -13.462 l -12.905 -12.104 -10.703 -10.101 -9.312 -7.452 c -8.251 -5.464 -7.722 -2.252 -7.722 2.186 c -7.722 10.382 l -17.31 10.382 l -17.31 0 l -12.64 0 l f Q EMC /Figure <>BDC Q q 1 i 368.842 395.349 23 -23.75 re W n .047059 .65098 .98824 .003922 k /GS3 gs q 1 0 0 1 373.76 381.981 cm 0 0 m .099 2.881 .579 5.075 1.441 6.582 c 2.301 8.089 3.643 9.223 5.464 9.985 c 3.279 13.462 l .265 12.104 -1.937 10.101 -3.328 7.452 c -4.389 5.464 -4.918 2.252 -4.918 -2.186 c -4.918 -10.382 l 4.67 -10.382 l 4.67 0 l 0 0 l h 12.64 0 m 12.739 2.881 13.219 5.075 14.081 6.582 c 14.941 8.089 16.283 9.223 18.104 9.985 c 15.919 13.462 l 12.905 12.104 10.703 10.101 9.312 7.452 c 8.251 5.464 7.722 2.252 7.722 -2.186 c 7.722 -10.382 l 17.31 -10.382 l 17.31 0 l 12.64 0 l f Q EMC Q endstream endobj 231 0 obj <>/ExtGState<>>> endobj 263 0 obj <> endobj 264 0 obj <> endobj 269 0 obj <> endobj 270 0 obj <> endobj 271 0 obj <>stream /P <>BDC q 1 i 0 783 603 -783 re 301.5 391.56 m W n .059998 783 603 -783 re W n /GS2 gs BT /F3 1 Tf 7 0 0 7 30.3346 28.2118 Tm 0 0 0 1 k 0 Tc 0 Tw [( 2019 ISA)5.4(CA. All rights r)9.3(eser)-8.8(v)6.4(ed. )]TJ ET EMC /P <>BDC BT /F4 1 Tf 7 0 0 7 137.8194 28.2118 Tm [(www)60.6(.isaca.or)9.3(g)]TJ ET EMC /P <>BDC BT /F3 1 Tf 7 0 0 7 488.5055 23.0228 Tm [(ISA)5.4(CA )]TJ ET EMC /P <>BDC BT 7 0 0 7 509.9464 23.0228 Tm [(JOURN)-8.8(AL)]TJ ET EMC /P <>BDC /GS3 gs BT 7 0 0 7 540.8551 23.0228 Tm .21 1 .75 .12 k [( V)6.4(OL 6)]TJ ET EMC /P <>BDC BT 7 0 0 7 584.9167 23.0228 Tm (5)Tj ET EMC /Artifact <>BDC 0 0 0 1 K 0 J 0 j .75 w 10 M [] 0 d /GS2 gs q 1 0 0 1 570.156 31.289 cm 0 0 m 0 -39.376 l S Q EMC /P <>BDC BT 9 0 0 9 35.4845 681.1088 Tm 0 0 0 1 k -.025 Tc [(diff)11.7(er)9.3(ential priv)7.3(acy)52.3(, homomorphic encr)-8.8(yption and)]TJ ET EMC /P <>BDC BT 9 0 0 9 219.5187 681.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 669.1088 Tm -.025 Tc [(techniques t)9.8(o)0( separ)19.5(ate data fr)9.8(om identifying)]TJ ET EMC /P <>BDC BT 9 0 0 9 202.1592 669.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 657.1088 Tm -.025 Tc (information about individuals.)Tj ET EMC /P <>BDC BT 5.4 0 0 5.4 147.7092 659.8088 Tm -.0417 Tc (23)Tj ET EMC /P <>BDC BT 9 0 0 9 153.3238 657.1088 Tm -.025 Tc ( In 2018, SAP)Tj ET EMC /P <>BDC BT 9 0 0 9 203.3669 657.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 645.1088 Tm -.025 Tc [(Inno)7.3(v)7.3(ativ)6.4(e Center Network launched guiding principles)]TJ ET EMC /P <>BDC BT 9 0 0 9 240.2744 645.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 633.1088 Tm -.025 Tc [(on AI, which places data pr)9.8(otection and priv)7.3(acy at its)]TJ ET EMC /P <>BDC BT 9 0 0 9 232.9567 633.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 621.1088 Tm -.025 Tc [(cor)9.3(e b)5.4(y)0( applying homomorphic encr)-8.8(yption.)]TJ ET EMC /P <>BDC BT 9 0 0 9 196.4145 621.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 453.1088 Tm -.005 Tc [(Emer)9.3(ging technologies, such as homomorphic)]TJ ET EMC /P <>BDC BT 9 0 0 9 218.5742 453.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 441.1088 Tm -.005 Tc [(encr)-8.8(yption, can help or)9.3(ganizations analyz)7.8(e a shar)9.3(ed)]TJ ET EMC /P <>BDC BT 9 0 0 9 238.916 441.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 429.1088 Tm -.005 Tc [(pool of encr)-8.8(ypted data without ha)7.3(ving t)9.8(o)0( disclose)]TJ ET EMC /P <>BDC BT 9 0 0 9 229.6457 429.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 417.1088 Tm -.005 Tc [(information t)9.8(o)0( each other)60.1(, taking adv)7.3(antages of ML)]TJ ET EMC /P <>BDC BT 9 0 0 9 236.6494 417.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 405.1088 Tm -.005 Tc [(and cr)-8.8(ypt)9.8(ogr)19.5(aphy t)9.8(o)0( pr)9.8(otect special categor)-8.8(y of)]TJ ET EMC /P <>BDC BT 9 0 0 9 221.9353 405.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 393.1088 Tm -.005 Tc [(data. Mor)9.3(e or)9.3(ganizations ar)9.3(e beginning t)9.8(o)0( tak)9.8(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 218.9568 393.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 381.1088 Tm -.005 Tc [(appr)9.8(opriate measur)9.3(es t)9.8(o)0( comply with GDPR using)]TJ ET EMC /P <>BDC BT 9 0 0 9 231.3802 381.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 369.1088 Tm -.005 Tc [(new metadata management t)9.8(ools. )]TJ ET EMC /P <>BDC BT 9 0 0 9 35.4845 345.1088 Tm [(Ther)9.3(e is about t)9.8(o)0( be an explosion in AI adoption.)]TJ ET EMC /P <>BDC BT 9 0 0 9 225.3566 345.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 35.4845 333.1088 Tm -.005 Tc (Although two data subject rights and two main)Tj ET EMC /P <>BDC BT 9 0 0 9 219.4938 333.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 681.1088 Tm -.005 Tc [(GDPR principles ma)7.3(y limit the use of AI, the r)9.3(elated)]TJ ET EMC /P <>BDC BT 9 0 0 9 454.1728 681.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 669.1088 Tm -.005 Tc [(pr)9.8(oposed suggestions ar)9.3(e pr)9.8(o)7.3(vided in this ar)-24.4(ticle.)]TJ ET EMC /P <>BDC BT 9 0 0 9 448.6819 669.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 657.1088 Tm -.005 Tc [(As long as enterprises tak)9.8(e adequate saf)11.7(eguar)9.3(ds)]TJ ET EMC /P <>BDC BT 9 0 0 9 447.2875 657.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 645.1088 Tm (\()Tj ET EMC /P <>BDC BT /F2 1 Tf 9 0 0 9 257.465 645.1088 Tm -.005 Tc [(gur)9.3(e 1)]TJ ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 288.2678 645.1088 Tm [(\), implement new technologies, and r)9.3(e)0(f)11.7(er t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 458.4147 645.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 633.1088 Tm -.005 Tc [(the Ethics Guidelines for )19.5(T)36.6(rustwor)-24.4(thy AI and GDPR)]TJ ET EMC /P <>BDC BT 9 0 0 9 452.4797 633.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 621.1088 Tm -.005 Tc [(pr)9.8(o)7.3(visions t)9.8(o)0( pr)9.8(otect priv)7.3(acy)52.3(, it is possible for the)]TJ ET EMC /P <>BDC BT 9 0 0 9 446.8373 621.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 609.1088 Tm -.005 Tc (best utilization of AI under the strict GDPR)Tj ET EMC /P <>BDC BT 9 0 0 9 420.2509 609.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 597.1088 Tm -.005 Tc [(r)9.3(egulations. )]TJ ET EMC /P <>BDC BT /F2 1 Tf 9 0 0 9 254.4339 573.1088 Tm [(Figur)9.3(e 1)]TJ ET EMC /P <>BDC BT /F3 1 Tf 9 0 0 9 287.033 573.1088 Tm ( shows some potential conicts between AI)Tj ET EMC /P <>BDC BT 9 0 0 9 458.9177 573.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 561.1088 Tm -.005 Tc [(initiativ)6.4(es and GDPR and suggests r)9.3(emediation)]TJ ET EMC /P <>BDC BT 9 0 0 9 439.3179 561.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 549.1088 Tm -.005 Tc [(effor)-24.4(ts. )]TJ ET EMC /P <>BDC /GS3 gs BT /F2 1 Tf 11 0 0 11 254.4339 523.1088 Tm .9 .53 .1 0 k (Conclusion )Tj ET EMC /P <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 254.4339 505.1088 Tm 0 0 0 1 k [(AI and GDPR r)9.3(egulations ma)7.3(y appear t)9.8(o)0( conict)]TJ ET EMC /P <>BDC BT 9 0 0 9 441.6162 505.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 493.1088 Tm -.005 Tc [(with each other)60.1(. Does that mean AI use has t)9.8(o)0( be)]TJ ET EMC /P <>BDC BT 9 0 0 9 447.0798 493.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 481.1088 Tm -.005 Tc [(r)9.3(estricted in EU countries? As disruptiv)6.4(e)]TJ ET EMC /P <>BDC BT 9 0 0 9 411.1267 481.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 469.1088 Tm -.005 Tc [(technologies adv)7.3(ance in the big data er)19.5(a, modern)]TJ ET EMC /P <>BDC BT 9 0 0 9 447.9895 469.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 457.1088 Tm -.005 Tc [(enterprises cannot a)7.3(v)7.3(oid embr)19.5(acing new)]TJ ET EMC /P <>BDC BT 9 0 0 9 414.4565 457.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 445.1088 Tm -.005 Tc [(technologies. Enterprises should use adv)7.3(anced)]TJ ET EMC /P <>BDC BT 9 0 0 9 440.289 445.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 433.1088 Tm -.005 Tc [(metadata management t)9.8(ools and technologies t)9.8(o)]TJ ET EMC /P <>BDC BT 9 0 0 9 449.1704 433.1088 Tm 0 Tc ( )Tj ET EMC /P <>BDC BT 9 0 0 9 254.4339 421.1088 Tm -.005 Tc [(tr)-8.8(y t)9.8(o)0( minimiz)7.8(e the risk of AI in a post-GDPR er)19.5(a. )]TJ ET EMC /P <>BDC /GS3 gs BT /F2 1 Tf 11 0 0 11 254.4339 395.1088 Tm .9 .53 .1 0 k (Endnotes )Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 271.7973 377.1088 Tm 0 0 0 1 k [(E)8.3(u)0(r)9.8(opean Commission, Ethics Guidelines for)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 449.7225 377.1088 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 259.4338 377.1088 Tm .05 .65 1 .01 k (1)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 271.4338 365.1088 Tm 0 0 0 1 k -.005 Tc [(T)36.6(rustwor)-24.4(thy AI,)83( Belgium, 8 April 2019,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 421.0887 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Pr)9.8(otection Regulation on AI,)83()]TJ ET EMC /LBody <>BDC BT 9 0 0 9 313.3935 637.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 625.6413 Tm -.005 Tc [(Information )19.5(T)48.4(echnology & Inno)7.3(v)7.3(ation)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 305.9038 625.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 613.6413 Tm -.005 Tc [(F)10.3(oundation, 26 Mar)9.3(ch 2018, )]TJ ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 272.7731 613.6413 Tm [(https:/)109.4(/itif.or)9.3(g/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 601.6413 Tm (publications/2018/03/26/impact-eu-new- )Tj ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 589.6413 Tm [(data-pr)9.8(otection-r)9.3(egulation-ai )]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 161.0645 577.6413 Tm [(Gener)19.5(al Data Pr)9.8(otection Regulation \(GDPR\),)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 332.5572 577.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 148.7009 577.6413 Tm .05 .65 1 .01 k (3)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 160.7009 565.6413 Tm 0 0 0 1 k -.005 Tc [()58.6(A)0(r)-24.4(t. 22 GDPR: A)5.4(u)0(t)9.8(omated Individual )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 553.6413 Tm [( Decision-Making, Including Pr)9.8(oling,)83( Intersoft)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 343.6219 553.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 541.6413 Tm -.005 Tc (Consulting, )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 207.0376 541.6413 Tm [(https:/)109.4(/gdpr-info.eu/ar)-24.4(t-22-gdpr/ )]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 161.0645 529.6413 Tm [(Ustar)9.8(on, E.; GDPRA New Age for Data)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 318.1921 529.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 148.7009 529.6413 Tm .05 .65 1 .01 k (4)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 160.7009 517.6413 Tm 0 0 0 1 k -.005 Tc [(Pr)9.8(otection,)83( Priv)7.3(acy P)6.4(erspectiv)6.4(es, 23 Ma)7.3(y 2019,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 346.6728 517.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 160.7009 505.6413 Tm -.005 Tc [(https:/)109.4(/iapp.or)9.3(g/news/a/gdpr-a-new-age-for-)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 493.6413 Tm [(data-pr)9.8(otection/ )]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 161.0645 481.6413 Tm [(E)8.3(u)0(r)9.8(opean Commission, Guidelines on)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 308.2329 481.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 148.7009 481.6413 Tm .05 .65 1 .01 k (5)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 160.7009 469.6413 Tm 0 0 0 1 k -.005 Tc [(T)36.6(r)19.5(anspar)9.3(ency Under Regulation 2016/679)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 325.0961 469.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 457.6413 Tm -.005 Tc [(\(wp260r)9.3(e)6.4(v)52.3(.01\), Belgium, 22 A)5.4(ugust 2018,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 321.7113 457.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 160.7009 445.6413 Tm -.005 Tc [(https:/)109.4(/ec.eur)9.8(opa.eu/newsr)9.8(oom/ar)-24.4(ticle29/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 433.6413 Tm (item-detail.cfm?item_id=622227 )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 161.0645 421.6413 Tm [(E)8.3(u)0(r)9.8(opa, Ethics Guidelines for )19.5(T)36.6(rustwor)-24.4(thy AI,)83()]TJ ET EMC /LBody <>BDC BT 9 0 0 9 341.1081 421.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 148.7009 421.6413 Tm .05 .65 1 .01 k (6)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 160.7009 409.6413 Tm 0 0 0 1 k -.005 Tc [(E)8.3(u)0(r)9.8(opean Commission, 8 April 2019,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 303.5055 409.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 160.7009 397.6413 Tm -.005 Tc [(https:/)109.4(/ec.eur)9.8(opa.eu/digital-single-mark)9.8(et/en/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 385.6413 Tm [(news/ethics-guidelines-trustwor)-24.4(thy-ai )]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 161.0645 373.6413 Tm [(GDPR, )58.6(A)0(r)-24.4(t. 5 GDPR: Principles Relating t)9.8(o)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 325.0688 373.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 148.7009 373.6413 Tm .05 .65 1 .01 k (7)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 160.7009 361.6413 Tm 0 0 0 1 k -.005 Tc [(Pr)9.8(ocessing of P)6.4(ersonal Data,)83( Intersoft)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 312.9662 361.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 349.6413 Tm -.005 Tc (Consulting, )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 207.0376 349.6413 Tm [(https:/)109.4(/gdpr-info.eu/ar)-24.4(t-5-gdpr/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 161.0645 337.6413 Tm (Op cit )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 185.8249 337.6413 Tm [(E)8.3(u)0(r)9.8(opa )]TJ ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 148.7009 337.6413 Tm .05 .65 1 .01 k 0 Tc (8)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 161.0645 325.6413 Tm 0 0 0 1 k -.005 Tc [(GDPR, )58.6(A)0(r)-24.4(t. 13-15, Recital 60, 71,)83( Intersoft)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 326.4324 325.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 148.7009 325.6413 Tm .05 .65 1 .01 k (9)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 160.7009 313.6413 Tm 0 0 0 1 k -.005 Tc (Consulting, )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 207.0376 313.6413 Tm [(https:/)109.4(/gdpr-info.eu/ar)-24.4(t-13-gdpr/ )]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 161.2281 301.6414 Tm (Zhang, J.; )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 201.4486 301.6414 Tm [(Ar)-24.4(ticial Intelligence Manager)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 316.9365 301.6414 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 143.7009 301.6414 Tm .05 .65 1 .01 k (10)Tj ET EMC /LBody <>BDC /GS2 gs BT /F4 1 Tf 9 0 0 9 160.7009 289.6414 Tm 0 0 0 1 k -.005 Tc [(Pr)19.5(actice Br)9.8(ochur)9.3(e at the Er)19.5(a of AI)]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 288.8234 289.6414 Tm [(, Electr)9.8(onic)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 331.9477 289.6414 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 277.6414 Tm -.005 Tc [(Industr)-8.8(y Pr)9.3(ess, China, June 2018 )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 161.2281 265.6414 Tm (Information Security and Communication)Tj ET EMC /LBody <>BDC BT 9 0 0 9 323.7775 265.6414 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 143.7009 265.6414 Tm .05 .65 1 .01 k (11)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 160.7009 253.6414 Tm 0 0 0 1 k -.005 Tc [(Security Magazine, Block)9.8(chain Application )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 241.6414 Tm [(and Law Risk Analysis,)83( 5 Ma)7.3(y 2019,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 302.7135 241.6414 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 160.7009 229.6414 Tm -.005 Tc [(http:/)109.4(/www)60.6(.btb8.com/block)9.8(chain/1905 )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 160.7009 217.6414 Tm (/47094.html )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 379.0272 649.6412 Tm [(Elec F)16.6(ans, Relationship Between )]TJ ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 649.6412 Tm .05 .65 1 .01 k 0 Tc (12)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 637.6413 Tm 0 0 0 1 k -.005 Tc [(DL)134.3(T)19.5( and Block)9.8(chain,)83( 22 April 2019,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 516.2059 637.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 378.5 625.6413 Tm -.005 Tc [(www)60.6(.elecfans.com/block)9.8(chain/916000.html )]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 379.0272 613.6413 Tm [(GDPR, )58.6(A)0(r)-24.4(t. 6: Lawfulness of Pr)9.8(ocessing,)83()]TJ ET EMC /LBody <>BDC BT 9 0 0 9 540.677 613.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 613.6413 Tm .05 .65 1 .01 k (13)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 601.6413 Tm 0 0 0 1 k -.005 Tc (Intersoft Consulting, )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 460.6198 601.6413 Tm [(https:/)109.4(/gdpr-info.eu/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.5 589.6413 Tm [(ar)-24.4(t-6-gdpr/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 379.0272 577.6413 Tm (Op cit )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 403.7875 577.6413 Tm [(GDPR, )58.6(A)0(r)-24.4(t. 5: Principles Relating t)9.8(o)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 542.5372 577.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 577.6413 Tm .05 .65 1 .01 k (14)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 565.6413 Tm 0 0 0 1 k -.005 Tc [(Pr)9.8(ocessing of P)6.4(ersonal Data)32.7( )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 379.0272 553.6413 Tm [(GDPR, )58.6(A)0(r)-24.4(t. 28\(3\) GDPR: Pr)9.8(ocessor)60.1(,)83()0( Intersoft)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 555.4604 553.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 553.6413 Tm .05 .65 1 .01 k (15)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 541.6413 Tm 0 0 0 1 k -.005 Tc (Consulting, )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 424.8367 541.6413 Tm [(http:/)109.4(/gdpr-info.eu/ar)-24.4(t-28-gdpr/)]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 545.5784 541.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 379.0272 529.6413 Tm -.005 Tc [(Y)35.7(ang, Q.; GDPR Issued a Challenge t)9.8(o)0( AI and)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 555.8263 529.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 529.6413 Tm .05 .65 1 .01 k (16)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 517.6413 Tm 0 0 0 1 k -.005 Tc [(F)10.3(eder)19.5(ated )19.5(T)36.6(r)19.5(ansf)11.7(er Learning,)83( F)10.3(edAI E)9.3(cosystem,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 566.2263 517.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.5 505.6413 Tm -.005 Tc [(31 A)5.4(ugust 2018, )]TJ ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 444.9287 505.6413 Tm [(https:/)109.4(/www)60.6(.f)11.7(edai.or)9.3(g.cn/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.5 493.6413 Tm (achiList/ )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 379.0272 481.6413 Tm [(GDPR, )58.6(A)0(r)-24.4(t. 25: Data Pr)9.8(otection b)5.4(y)0( Design )]TJ ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 481.6413 Tm .05 .65 1 .01 k 0 Tc (17)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 469.6413 Tm 0 0 0 1 k -.005 Tc [(and b)5.4(y)0( Default,)83( Intersoft Consulting,)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 521.5598 469.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 378.5 457.6413 Tm -.005 Tc [(https:/)109.4(/gdpr-info.eu/ar)-24.4(t-25-gdpr/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 379.0272 445.6413 Tm (Op cit )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 403.7875 445.6413 Tm [(E)8.3(u)0(r)9.8(opa )]TJ ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 445.6413 Tm .05 .65 1 .01 k 0 Tc (18)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 379.0272 433.6413 Tm 0 0 0 1 k -.005 Tc [(GDPR, )58.6(A)0(r)-24.4(t. 35: Data Pr)9.8(otection Impact)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 530.8364 433.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 433.6413 Tm .05 .65 1 .01 k (19)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 421.6413 Tm 0 0 0 1 k -.005 Tc [(Assessment,)83( Intersoft Consulting, )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.5 409.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 380.683 409.6413 Tm -.005 Tc [(https:/)109.4(/gdpr-info.eu/ar)-24.4(t-35-gdpr/ )]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 379.0272 397.6413 Tm [(Suppe, R.; )58.6(Amaz)7.8(on)39.1()54.7(s)0( F)16.6(acial Recognition )19.5(T)48.4(ool)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 554.8068 397.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 397.6413 Tm .05 .65 1 .01 k (20)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 385.6413 Tm 0 0 0 1 k -.005 Tc [(Misidentied 28 Members of Congr)9.3(ess in )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.5 373.6413 Tm -.0195 Tw [(A)5.4(C)0(L)26.4(U)0( T)48.4(est,)83( )]TJ ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 425.8782 373.6413 Tm [(USA T)48.4(oda)7.3(y)]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 467.8806 373.6413 Tm 0 Tw (, 30 July 2018,)Tj ET EMC /LBody <>BDC BT 9 0 0 9 524.1151 373.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 378.5 361.6413 Tm -.005 Tc [(https:/)109.4(/amp.usat)9.8(oda)7.3(y)52.3(.com/amp/843169002 )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 379.0272 349.6413 Tm (Op cit )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 403.7875 349.6413 Tm [(E)8.3(u)0(r)9.8(opa )]TJ ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 349.6413 Tm .05 .65 1 .01 k 0 Tc (21)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 379.0272 337.6413 Tm 0 0 0 1 k -.005 Tc [(Simon, M.; How t)9.8(o)0( A)5.4(u)0(t)9.8(omatically Delete the)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 552.2501 337.6413 Tm 0 Tc ( )Tj ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 337.6413 Tm .05 .65 1 .01 k (22)Tj ET EMC /LBody <>BDC /GS2 gs BT /F3 1 Tf 9 0 0 9 378.5 325.6413 Tm 0 0 0 1 k -.005 Tc [(W)15.2(eb Activity and Location Hist)9.8(or)-8.8(y Data in Y)31.8(our)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 561.5328 325.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.5 313.6413 Tm -.005 Tc [(Google Account,)83( )]TJ ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 448.1138 313.6413 Tm [(PCW)15.2(orld)]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 481.8741 313.6413 Tm (, 9 July 2019,)Tj ET EMC /LBody <>BDC BT 9 0 0 9 533.0998 313.6413 Tm 0 Tc ( )Tj ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 378.5 301.6414 Tm -.005 Tc [(https:/)109.4(/www)60.6(.pcworld.com/ar)-24.4(ticle/3405850/ )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.5 289.6414 Tm [(how-t)9.8(o-aut)9.8(omatically-delete-the-web-activity-)]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.5 277.6414 Tm [(and-location-hist)9.8(or)-8.8(y-data-in-y)7.3(our-google- )]TJ ET EMC /LBody <>BDC BT 9 0 0 9 378.5 265.6414 Tm (account.amp.html )Tj ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 379.0272 253.6414 Tm [(Micr)9.8(osoft Corpor)19.5(ation, )]TJ ET EMC /LBody <>BDC BT /F4 1 Tf 9 0 0 9 470.1019 253.6414 Tm [(The F)10.8(utur)9.3(e Computed)]TJ ET EMC /Lbl <>BDC /GS3 gs BT /F2 1 Tf 9 0 0 9 361.5 253.6414 Tm .05 .65 1 .01 k 0 Tc (23)Tj ET EMC /LBody <>BDC /GS2 gs BT /F4 1 Tf 9 0 0 9 378.5 241.6414 Tm 0 0 0 1 k -.005 Tc [(Ar)-24.4(ticial Intelligence and Its Role in Society)]TJ ET EMC /LBody <>BDC BT /F3 1 Tf 9 0 0 9 544.9039 241.6414 Tm 0 Tc (,)Tj ET EMC /LBody <>BDC BT 9 0 0 9 546.6254 241.6414 Tm ( )Tj ET EMC /LBody <>BDC BT 9 0 0 9 378.5 229.6414 Tm -.005 Tc (USA, 2018)Tj ET EMC Q endstream endobj 400 0 obj <>/ExtGState<>>> endobj 6 0 obj <> endobj 5 0 obj <> endobj 47 0 obj <>stream AdobedC         #"""#'''''''''' " s!1AQa"q2B#R3b$r%C4Scs5D'6Tdt& 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