From 522fb0a84720cacbf126e80e80ef8a505c5aeec0 Mon Sep 17 00:00:00 2001 From: Sebastian Lenzlinger <74497638+sebaschi@users.noreply.github.com> Date: Tue, 13 Jun 2023 11:39:09 +0200 Subject: [PATCH] Add QR Code to repository. --- doc/qr_code_kldetect_repo.png | Bin 0 -> 45612 bytes doc/research/acm_2390317.2390326.bib | 17 +++++++++++++++++ .../acm_financial_losses_due_to_malware.bib | 17 +++++++++++++++++ .../acm_risk_of_stolen_credentials.bib | 17 +++++++++++++++++ .../citation-strange-world-keyloggers.bib | 10 ++++++++++ 5 files changed, 61 insertions(+) create mode 100644 doc/qr_code_kldetect_repo.png create mode 100644 doc/research/acm_2390317.2390326.bib create mode 100644 doc/research/acm_financial_losses_due_to_malware.bib create mode 100644 doc/research/acm_risk_of_stolen_credentials.bib create mode 100644 doc/research/citation-strange-world-keyloggers.bib diff --git a/doc/qr_code_kldetect_repo.png b/doc/qr_code_kldetect_repo.png new file mode 100644 index 0000000000000000000000000000000000000000..8c9889890f69b8f7907a50bbeec989923883fb1f GIT binary patch literal 45612 zcmeFacUY6@)-Oy51PBojBLs&QMF>umfFQjiU;$|&QO6LfVgUsODTV+cDu@vfks_fe z7Df?t>~y6UMG+l^pn#w#2#gXza@G@c%AR+h_uAh%=ey3iuK8o{*|W)WKli=by~=N` z=ZK55!#wOFtcZxnyfuz?ZXzOR0rDS74E#SCqS2lrBI+V*?5sT^wvD{(+xM$vS^UGP zuWBZy3$F%TDDZb*ko48n?DObvnR1J)4C^$eKThWfrUwL+SQO4%1Wl+C!F>Op5nC`8 z>4F=%Kg%Zm?Qc`HvEv&g|NLv=gG|FfD?VcaH68J{KcNQleqZ^Imjt)Pjtd6SpFVzn z=^uY;vYhuX8-l;}3`iT{3)HW=#PiLzy7W5x}&XFC7(PH$eTlFMvwbd`nb z--uzwFaFy*tE#eBa%U>}u`y=<%AG1;z~9~(`ws*DpyB^625?9MH8r(h=knuhW~koS z^ykq~QHJefRt|XxC2P3%HA?nf=8r>t^L#&B#%LJx^R`c@(RuPXjqyG;xz|tco!u{W zZ_yrl+}4C^cA}L3E3vW&ct^&e0VAZQo>`?v8e@l z*25bkpPCd%M4lh+)7tkz<&XnCSYfJhqrkf(>-%% zgPZU*@sGCrcrW^6__I%Y1P11Jf3=HI#my+Ak3_r7GWKu}Ex_~~gMHomp;++S1ZnOl zvdB?rdP&DS5D`R&OH)tJ4y59rCa5AreeQEvkH+5AL zb0j_#GAoVS%7UZ(#CkVsQT*uA_(~ zELZATCNX#Fx=3EwsXIH>sqmMB6isHKBDoScZ{B<%t)%d10*ReIOp5A>hnTqpg*O0-9ES+0$qE3gwX&QF+{BA>n9g;%0;)3T#m3hjK?O zvS7rRKSw7%i-u{{^m{YBuWY5XBgMrR5gCS)!k9O=){0nUva4mWYvjpoXKzp=L6#fX z&k{z=a#c;rW5v)0!lOU+L&;)HV4D|fACOaP_R@f~(NeG0aRyJRmrFf6csu9c?jn8L z*-gW{GkR>C6~^hSh^8Bg*==O?YO7;Hwi!^X;+ZnQw6~?YNkt(q6enXPXmL~WMf{}= zyKD}eS)pb6Z+0OM%WjO!K6`_c#){5#YG~^m&i{9Z(^md0ZqBPdrCuSnu0X6&lcab%bXpEDy zA^3T0Cvg1;Jn7)sd;Iq9`J8qF!q~o>p99(zb$ezkpL@W{k1rEG+wNXGhKC=50O%Oa zPh{gHwFhW@yD(zH1rGzI6~ngE9t#P7XA2x@=jDVqDMHStMAhG`eV)w-o~_*Wh?Ns& z-<_==%XGlqymXQ=K(i1)WS(# zaIOw{0ars30om{8K>@k`=yV@BEpEbbjylJ~astg;V>xcK3)_l!hc+;(vQ>gr^~Qo# zUo~6PWEB3VTa5gngO$9jWFB8#4f_|-e5EE=SEO|}nE{4-jM6${ zAr>o@dMPclP`DldrTIb>G7M}!LZYL1x$iRu{Sq>k?`Rmp=8-#>h+vx(~%e!9!k!Yby&6)&Si{!d;3pSFBS()6% z6wQB6&$XlfTj?p-%GWtuw&Uq**M%vWa9%TI%a{%1l~szl!}tJKZ(HXB6*xWVa<9O+ zUqm-tO6vBUBBkP)r4G*%;-L*oG^*E)8ochSKlFSq$eFN|aNQo}W?& zZSW>Vbbc)bKN|GgCO^^IaeuUHC&sKC=hag_V~QB_PphpL-lb;7jq4Pem~365-CvaK zHaq&lI=!_t(`Gd|?dhM)KJUbkM^kLD<)l*AZbflbY$Qc!NQ$f{*10L21*_T`?Z{oG zEN8QfD6Z~<8(STy&Z6SGNh6>P;^vu%2~d0lA-X=x#-9Il_SCRO;`}Mop4J8<)rIB} z6O6lW&GyQou@6);QuwE9$SM3Hn&sJ29jqCC(pv$M2S+rb2=;6Rd##e}6MM}r)}X2t z>)T&0m_}Y^|L2#jeshN0QUD@qC=E7f!mSmtT+*jGwIKAwlM5uQ3g>8?EJHsS0gO={ zvhE`fm413~hbOJ{#8uNg>_ZT|Y*fQm@(AZ`f`_95SByYX4rN74CcoM=_W)mK$c5kQ zY;C_ko!ZbCrz&p->hdly?Ax$@|qQfIdLayelltAopg3Y{m&fBSibMqnsluGXg@6IwMJO%Oc7t;sZ4M{b4ul z-5S;arF(D1ld|c$tfQ*w0`2z)KRg9Ss<05LEc^?(;s;L^>8(X>CO*e%qmg=ohYi-M zj=)Q5v-&$1nd5@(SXT15?CkQ+HMk{X;dc=dFN+)-6hu5Z_(~OnPc|p3Osr&4l_%Cz z9$HJM;Uh>x)nr6(IT&D%;F!$vWM?nKC9fkqSm-#Nl)O7ypOoNb$$x%XQkyw7b2XT` zUM2uPf_Eg(g-1UHu zkHVUo93}%@P*qzZZ+7p26;X>{;Qk5wrHGxP+EPOfqQ&9$F2?5boIcm4$|6!H$y$UV zKKZ!X=?8GfybrdIkCyg~(?A0@js?)MO_j-SheD1OangX&m7x-@t7?6)3(ZLa_vaHY zt^gxVvDz&KRrY@+SF6q%|8&p?!wDkuVu+RGg#>);VO_8-%)fIHJs^09$0`k|&1^ZB zMzH6NMhHnf$!isSyf{&3jw2DGyi5iIvE@dCX@|b1*HnZB(Sr@dB7gQ4=S4p zxutvTAACHIl@OyTTZV5KK@6GF!as{lZd4g139hOhGICX|GeB-<9X}fxkjexPXJwIN zLSK|mF-aKc167OQO0degwaBXxD;)C6O+0At5wQbZ7jXU{H^fvofCIcNK)(&ClS-PHWtvoq{OVo}25qp0Rz$J+=# zD4&Djnm!5#Zh%|kJMYMJ^;eh9qTGegsZEUSgeHdOr35_9uZ|#EqnJz2WWmK^dZkVmG5zscdAgv3k}g>9DWzS}a9CF?LC2()A`K=pe8$VR z0Inzlr{~{JkUtYxw$}0EYWrlOdh|o3L}~*Ge7O2Wh_iKN$D=mvd-8y#K5oD=ZKKUm z9X%f$sxPUH(qdz;4bejv|4K8?R@}JbbjP%em?NP|FU#>iLr{zbdLVS-Ku5$d9iZ|1ed+Jz9fu z?Lf>aZqg;w=1r?=@PPnVmjG*7y`!4a+Zs;xRITemlC-(0?vn2|d#&$Vlj-j0bc`|a z0zApA7MveJ(i|u2{TujXNiygUYy7XAdmwYBW}YvNOgpMAsJXpho(f!lu&rg}GU{HVb^#Sf(o0 z-K)oYYJuBnI-Ewmkn@B^g^S|>lEV0_^Akt@{p^o>`th1>V-PQVwtaI59N#5F`M(I` zQshF;2-hl+E+Z++!8H=#3fBlrJ7S{uv`wIbxHFczyl{INkF|C9H?8}#$wHIG=T!L~ z{86xzXi_BqOG_-5-9kEannevG42?KJR)p`V#0swut{@6+4v!ryug}h< z;?t=e@kmxfao^deYSV(1LSsB&D|&q3=b0<4AXw`A;?2T>hMNbsmvgqT|9FgP{kByehgAHkm@%2y`E=}AX&Alx5| zGZg%)jZ{8Hks$nOjSqGMc!xUiShMvzsnPl)wQA}%O| z6jMH)QdoPYU=fDBKX5Tb1S%Mls5BjuJ9o~tYny#|>jFZE+$-*(`Zu9+TsX<&EL)Ex-5_ny8^q#Y#*kj^bP1Bp9GB~8?~KQ%pr8>RZ0*zi@w1uZIweTx zy|~Dvf^@#7hBSBd0?&Qe1=>>uRq=l|3$xt9 zB8zMkry4YkWCcwd@xl9#I;7U0S&;yn3gd$uv$M%snGOoptKS;md= zN`(U3W%Op8WTeo)%UsQ7w)ON&59H~9)ZKq2E#T#qUKY1Q9S2`&wY98*{WtlzZn&9s z1WX67`fJB6HPCIz$n)=o*+F4EJMdEKT^t!JVP~BNZaD}i9h++yb@$on)z+uQ%^OHr zH#99Lk;=a*Rm4PP zuFYb#bb&J@WcM#8pBvL?QJT^_Usaoqxy#p~^wzmF1oez4e@2vzsEhrk!QdfUKF;UJ zyV(SRQ3~^*Bbv$)9_k*I6g5YPd{BP!n2U=q@G4>3s;CLIMfN5ZC)f+6OjOCn7QpNiC12Q@u7j zU9vK`KbKt8{v7l51wF?I(!9jp$`#^FB&EY`ZmA5GZbxeWdUi8H}- z;>M2tbhXxkDl?ovM&4mJuh+RI{?6@@&L4e$d_h5KpsdFySP*E2tWwGH>S3mK z=E!)sgT;DtCd_jEt*X#wkfXUhulND;%WFvDf-B0nJNn7YweeYPYTm6y=;(*Hv|h?? z3e9W3Bg}}8hPiodj!JkJc)50N-{*Rzrwcf;t;28<5vW95&ovkjZ{Mxw(w%)IXL7J| zLD%nx+{yN^PIEt`pCmd#Nmp`IzRs+aiI)i9|Eze^1J9duq;x5L;YSH;ez~+TF>RuM z^)7m8v9Zeeb4b?0eE3l2KIWSYNGc3m_MA1P|FjCXt9~VtM;s7D^u9k>kXp`OY8h&P znJNg~a9i#2phaG|ERyT(9WE-p_DS+-`&KrJh@`5VDk0}ZRLkmQ1|3D1vD0*Clk}Ni z{kWxu3yg z+awb=9;gV^t9cf--RGdhTIX*}%#C{Vl`e$Ly!-$vCuC@KY>C{{>;+@ zUFnKuHyW+z!J7LXWeXtr^0O%X2_)}|ikrBTGyfqO+fwTipuYDpX4V9!`r?Uy-ZrHz zeTi!z8K_fqSy^nLeFadDRX*HNH!hQ&GZ@Cr@__&pM4H|ter8KRtWL(A&4}PVqm-(& z&oTUU%#Alk*0!l;%(OiD#+I8|)6qTVNSdEfoL2Mb`I4=cp(>aJVT$AHwr)jM^mb>7 zi`vMkuDmbN)`{4Y#;oaC-(Lh)uyoI6arhJbm}Xjp&B_@sq~bH#`7Ktj&d;0KPcXZA zsoCP5-Y+%t(x8+=bNtCzvMKK;pdL1`Gylkd3d#7JXmv| zM)x*7Gsp1y={@ZWPUe`C`KK=-i56f>h{0$6-6$l>E^yXjoxSdG^U$D)uq46{{&ElU z2>gyYbzzOuex5ZBH}nTz{B) zM~Mj8bSfs&e;4ZqO{ia2a&GUFOSilutZ1CGUC?X_CSgwUgeE~-F=EeYRD~C$96?+B zYpV{J%`yD==a*-+mKjHRjj!BXPHc*31a!_J5N+p+#_CG4?_a%8B5Sg0?g# zGT%qcFP;V=TKmRY- zyeqZ5>Ysl4G<@>v!abRY-){4^$=YRh1hKtF*)mS#QLDxsbCM^t2~aN zC|ggjtsC!ddDxJdx06pi;PViO3NKI-$`ngn?tr(XvdD)IoDV^$;)$z{K1 zxs2U^{PNW;WKF1-3CirekvAVfYDzsP=V2X|(;{kbIR^kJBQo>eMl%(3AYJ_`5UadF z+!?3b4sQnwN8|Tq_MTElFd8qTU+)f9Wn79_jA^T}Lhj6e`Q@frwYoeV>+isadK&r6 zVWtK82%^i<;x@STx*VkR2Nx8i>;%mQymfN4ILNS_zP-gv5e@eV=npMJau*@fA30Mc zT(U?WX}r=`<%@jL#L|Y8z5MyOttrepFljXBa0?3Nz{)=@346VI3--)lub+{`JRmrN zlnA>Gb$Ud+-!?Z&z{5Q%8QjT2!3Yz-8a-dKiSiOSVtA22_n$YmCMAL<3 z{~_9(xcx)4{~sldHEy{ICHnwSqowi88tYr=!KH_aN{yuL021*>_yce#5lj{?nj~ng zwql`hVNerGS6LNs0*`$|Mne<<0mWS;SpnfV`1mLc&YRm3J5Df_GHyaoiE%uZ0k%A>#L336B^8LsW^tqdj#r(7R9&QN}OCIN-ZNr!hI zbbEV9`Ip+wptg(`p1~8+$f`Z|&K8oGo>aj0F0X%U3)o)EMr7T__RzuJfl^N}7%NSu zu6HB9-Dc`rse&d9MxZLAWlc*N=OLzhoBC)XUpHhC z{IoL}>w@$4J_^4y{_WY$_WfRSHE=--DwDD{veW??{Gy&dsV7Lkp(HaPaq!x>+D|Z2f)F?i98{#E@4-aK;*gu2dGAo7p zXQ_W^^^Y+8hl=BvF0k?HL}R*e_zXi@hlbN0gR1Q4YDFiS%Q>CFXx$t8t@|>{4TD3q z#{gb;%`yZvqs3lJtKq@IwnwNgGw_|ZK~k4bmZ9C?p=#x##xUo zQ6Hlgc~lcRl_L%%F=Lk>`nY=Cg3j&RAL$zYT>WZ-U+_Aqz(SL<@PHw}l&t}FVJ8#w z+xpHa$6w8eJ%aPV_(-Im&jqJYSxAGGlp+OpHR>;O?{|{ znM739NP13n>s*3{|C)7j?N%-u&(5(D^&Gt-CX_PDoQ zd(vfkft>yYfHkijEmS6rwAQF>M8Yg-_gG@R736ZQPyf)uLOm=h3#aofXNIC5eiV-Z z?+o#-KBu|xN82T9P#EQObWv3QDO`tNasQOhWna&Vp{atxqf`x6G%qPdXQ=v=Px+C_ zMn$*TZpLm60K&ob<{nFL6>%~dG(s}k$m!RnAb^CZiQWx1!L!pV<3eI#w<5!;!>t0D zd1HezsVgRzOmb(Q_J44?^3B2CyyE2!h`z@oyt93(tc~yAePiJht7*ElIOIhr*1W{P zr9mRg0|6~R%@!PzkDTbuo1cINBd;y)>pj-z@TjOvG2;zEA9m}rUhJxb;y3PB;FDHA z))}Z=H9tZg=aq9rSL7-zs}hR4>JOn{1$P6WuL0BoX(6rr@wqjPND_{p8+4SojgUjT z+elZ8^xDbg$m%1$ClCwHG*D@|L{b874>#u}sC zflLX4iF7TQj0<+XyZQv0w$i2hlDcJ!9jk<~{iMr9}A(~@&G2M^1 z%qK!I-35ioP^^orir0xZxjdrY2fA-^F>|#Kt!11R6=^MN;CybZTd^6ke#_gm7i8r9 zSYp}BOJY#Iq09|vtkS%NzRmn09!_qET}@`3^CY2{iHV6 zEgiPR!ZCHVpj&l{xj7{}e6h!Ka(pWIFXB|QT9l7BRd{`3S$+!Ms~TK6yMVPn(7xt& znyWai!xjLj8j~H3Y`_~5`u&iUzqol=H*!9bARJ4U^y!j615F!V;gc?7P}qzZ0z{gs ziA?V58bt(Nm_IQI(8B14ryIzrajF4ILuU7&E~E;Xd#G$#hmD}tROg)QFb)Esr5|2( zPZk;W*k8LD4bbmKXNwM7hhv{sL)j2c#RaRPvMG^+Z&51n#UCy8+!wUe!6Mnd=4I`G zt(F=>b2mVK>I4*b90alp!-Qzp4g`kSZle2TGS0a0v9ioMuke)VIOwYhkv^y9D4QGY zC_P{mvTxj~Y{MAfOr5PdiE{6g{AoZ!a+|Gkco|#rU0W3tl?nlZ$_9Wfl$O!}Ux=qP zG$I98Y~&C$Xw)GIcD$EdUCC0jm{!1f0|LEO*vw-L)KWG{0%S-<=0=-0!>ni$U@=Zm zHN?$Z^kAb<@-d(C6(ng&#|=RqKhD@GKlHJ}q)P+I?1es+XANN1>liHGDlHeV@F|Pl zC$*8G>@{Q!L51mM98o)SrCmJ}HUsFb`-N;mC^9TAYCazz=9- zftnN-f&S&~_n90P54FEwtejE$0UAJP9kqQ5>n%B|CVY-U6O-59&-BaVxr&?T#GbQN ze-5Gxl~-yG+vtOzEC?=B>K(xS!Cz1bR)E5XmKqcuy`k3xisB%fbYF!dF^~b*E>%BF zT^I2s3-Iv|5s0U}`>y+lZ0I+5;bmT;4`g38UI@n04wJJI( zh&{Y2p&=fcW%K6z@}Yc=YsAeRWmWOf9NC@o@Z(HPQ@)j~iotV5sJ(n+arjmx8_?pz zDXyfN&5ajMD)T9eq{3xS0f)c&M%aqXTwuVQ^g`(x93F`F-qj6tN)INxg&L9RFO5G) z1Cwi)XC6{F4;v>gPe)fbHliCXstd7^Mkpt?)is@rm_D_cawFNjFB(-Bmzbg#{2$e1 z9+d5~$dU!VvW}p}tnX?Z(&@*P;H#^3Eh6=!oeqpcn?ukw9g}hpEg_3XZ|Wr!dAG@_ z6uKl_Pj&y%c$}^;|3P(ynhC$d^*%Wj(MVlW7BE04y+w#dBI&cPBM*xeTa?ZYhIrN7 z4t=2rOlEJPe6@-k>bKoYl88%7lSqw;b67YTBAO+`+)g7;*H}&k?p1wtGtJ!2D;%R) zVyd)p3@Ch;YGnhI2V)j%?W_Q0dY2Ac_A#o)CnRHE6{jAsyl;3XCSkvWEC4enW7*(8 z4CTM>plTqFL5aM{2AzKBj>tU%QaeP?V8TX0=Bw4FX@Hrxt5*dZumhW0_zRb9W8c?z zu2EDLIu7PMpOJoOr+B=b2DQ#_EbiUwF9}8l3GgL%E-m)l*I&C`e@D()o<3ODFvu3X#NSDLW@%}pIJ*D^P}zc3MFc+EvdOiN2vV_NL^ zvY|dPeHGD%hyi7cwZAf}+p86Ixby>Vy;r#2MIKN%qC7SMbPGs;iq9cKl^Du{NE_M+ zQVC#+Teobk>3oWle3zn%?Lqo10Sp3WH^1BweC{Ob(y%kz5VK~o;Ph&@j#@~26e}V! zZ~3Wmdzt#-6mxa$%uc+C!)~Z4C)dJ=#6%_+&*uTvQcOG#1sE&<$9oqj(mvEH|k{o43*odtT%;f*m#EDdQn7Bkfy zucCXEiK_*cWQra?uImDzRH#57UgL|CF;8|Kt)@d`G8h=yAHo)8EeVJe6)-B6oLiYB z3WgtRR@Fg=7a%2jLPV>LyyME9)ZVRJaa#s6^;~ivcDw z*(u8cPQb~L&I2p3dnX0w3>TbN);*#Nz!_aX4nE~MPAL|06o6g^*o%hPd=YC|CNY-d zJNN6H<)*R7x<)>rA?hG#a4o7JmMO?P1ECo_vbH_wXe1d8K|MR5g9HR{Howgb{ye1j&plt*_N36r{ zM4Xj86mwT2&=~nRNx;=q$yqh%A{S{Bqb)3P28`QOxuPf<^tf71pFGtD6B5|ss zwjxAGuOSRF-f}?17+4tslyS9k>##*Ux9`U^xfn4kGWs10kh$7MwtOZE3gAL|X7{Y; z?yJ*yz-wg$;*>O4g{y2a>Qdh&LCRXps>9Y>QoSD%TEHyJz-AeBgsljbu%IoZF%et# z_ai$jEO!Lc#Mlt5H%HITY$=bF%sRqd{%A5Wz9{5zK!b=z^*2c%5)X?=MoQvP3CeTK zdb8^psvp=|15{d#T4OCMuIdf_sdE~ITv$@(Ey7kWp+*Hqu4FdNPb0)b{qi4y|3~2e zBJlqULN3T5EpKacB)36A<(95hT6$?ftf~pXtG>049SC+CAR-I4UOMA<=^^H9}ZK$fcJF@CmwpBAV@(fv~9fd5QHC-9S?0$Qcj4I z23X3g0aX=4Ln!&PPtBi&F)Jr3Th4}9=`Y=9wyb$NqD{^GD&o+9SC^oP1gpaC0@FpY ze$BDT<4YY|kzPYuXTOgBm6h^B$|=j~^Ga9jtg0YwkoX1g7&RZxJnE@cjGAp@IHViw zUEk+ATbvp06`slN?|bxRilF6Sf9yDqCL*)5+-oKDVVYY#8U`n$;cdziB>z)c_&|IO zv1nfr4kh1ZTNgEAi`kxP)P+N23t(E}8Y=LLQ|iF(a=5;iG-Vl`1F)!jOK{%K9s8lj zRtt(24#)JG$Y7+mi^zvRUNR4sHoeQI1-Q!jJ1CSpDtEzsajC0MO`eUP7u{+_5C4@~ zk@?ykN4i(`g}ee0)ErM0x7-s(CD4CwSItGyFeeSXY3ar2UjZaT58tq3v`?7w`x{|k%h?BzcPDospW z35eCCwT|67WN98Y=>Iza%zRxXM4PGk-fhkvt&8bx)Y+#S5bx9^62QH}pcGKRUAS&V zAYZ}cZLRDTW8t%>ZUHj&oL!28|3S5Oexa5E62O@Qa!nZ0BOPyuXzx3nd&)z83JLsW0~?2s<|)-&EI5@JLA~TGd1zjyN9E zAmSun4|5`hVC&ynwqe#m;RAmKaFy(+3+nNz1B|2m_o2&wMr@Pc_2jqbUG0VHI?w7= zN@NiVmSzL~lMKy04FGwqjm%&KKQWoHeZ?tYUQr^A>@jUt42?dDI=jg;@4h$)YF_6> z+lwpZ0S~LdArbU>&D=7~NYZ#1q*Y^eMm}i2H=nU-Qk(wQ^F<`tprZ&OUZeEk%skyB z--u7?p$Nj~%vl;4dTmS#%r@oRlUW{Gk@9OGqx|e|WZy%xPjDUmmy|4?j>3qCyDbHC zJ<38IZW8>Yhi`dyDxa0b&Ain3G`0YpdO|-d^}Gc zeQnH`tb<%eej!^_J`0H~gwR_M?bPLHy{1#@1_(axNY%tT7i`n>8~1k|^yQANUQbkm z9FvF>($o!@Gz0}Mn%K5{Qzkg`=SsIf0+!;?sm?A6Hcj(8AEJW~U?Bkpp%Iw8KRtml zY}pK8J%pWLu*)dW;G|$rERl``sjTKo1eK_y1Na+|((B8iFq>$AhJVvsT!?i?{AzK> z4+N5!Ke1@6gD;=3`Xpn~c0Kh=NS}RO4;jk11B^>hg>*j$V}D$s3)FddIRcq=y`(IY zq$*SV0$oXu)dZyI!)4puLc$0kwGHP}piBNanMXyIr5}8qKe1FY^gsqQ@%{UaR{|nk z9NMCDG0M6Mfy?pO<~zKk=UXo)vo%jbqWemY$k+BgfsN<0*22EUZF|-qtq00#SS%STRHCi-6@sFt$~^MCwk+ z*{6WoBSs34eX&a(yeeVY&<{fBnB9ExBdk5zDmb}-D|q&vthCYn0xT_QHd}2;i|dDV zo7=_@IJ)}2-|YtLLF;Ifeo_tI`+N+*j}Ip=TTefDVNh-69Y{%Ac8`rCIOCB#CzyGa zHMbA!RYNFrSR)W{&Xe>DGo4oHsOCHFk<#>^I&2>=W7ih2YqdXD1rxYX((=59&B80I zU|vw5-O?V)57H3|7_2qbt0!V8TB;@|ci<-^p+Mj~fpn9HD@4M8u8*yrSKb8$6y?6r znQ*X9kW@f9B;Th>vuc1K1*=Z|_&R^h08|Tp)Upzk|4P-nc+O2&*_erERERakNY!NI z4!q|SJb3Cm@$3{bWTV`LmY4hCI(M5N!?6yy#rRfA&8brot95nZrc1S zarLq5H`c&<(9B5cBxBuU^FOgX=!^9(0_OZ|7GvznN}QufaHKSG;PCJe)A0WdMUW*n*^R{R>`^bAif3A*PQ!ki{!gF)dEjrWd(C(=UWnoz)~&~Trb$z zQN)85fW#B7DhBZH)T(lrCe&0j{=oLlI=R6SGPI?FRgEqA0F47jA-{&eSa5qXuOo$1 zNyeK>u=#*SoM+@iZre=4BbMpfjvv;^ z{Q?DEHr}ACM{}V*74E}t#`L+O8|z5J`5Ju2sUXNXZSZ1?ef+2^V{eswTwUDCqUZq% zhjGK<$BC;YDS(4HiZa|Cs0_K34%=6)m2`?dG!FzW2Dl+IZ%GxJ_$4|44?{taAJ10i z4jj9on8P^iGOOr7(ejn72N3G(Z5I01Q41jr?TtmI&7}(}kf1qa1Aewr!KG zW7?+do9#)=ukd2J7!!WBp3?lFrwFt%08SaeBIl zY`qBP5f0z9EsKk;UI?QBki6`b88w2L>ThP~nlA_2W)ulGu}~4XiG6CJ1sgR(v&uf3 zz5P6+1G^9=JU7kuu6*4y=q~l{hSFKtIHp=4)FCZr^Ji>e?9^@oDgE9J;)IT+d;;FFno~1_w{kF(dgSoA*yRVO~F)>%=Q7BDN47ZmW3&DA-w_4?o zoRu<>+xo{QnANXc+kqT;Z(0~k<|T?t1N%}4%+(S>x36>|MYR_mY8Mnh(hS;&At50! zU-@CT#mUk`*{)yI2~&H4A7ii8nsflF)02qo`3F70cs%5LzHLL`pE=b|YmO~Fw7l|= zDWiZ=`!NsU-8H&5+vnl=W-}Ic|jao7*RoZ zg!FL!ibwj3Am_a5#Wj|8hhHFe-P38U62?<2C!V&L9UU*OsyR4%`X{)5%8dqKHcy(5 z%<1G;Nyfj$%=UxNlhaLwiru)d*c?2oI4g~Em3${Ei`1KuCLC(cICPToU8#F7$YG3HFBO0{d1yP2RxyhELvECokOP}Z-|VEsDv`bLniK zktv^2QtchM0Yzk5=f1!0FQj%Z?<*WC_WeX7-`c_c%M)>D-mDF-Cd8HbIy)+-U-yOb zcG1@7dfwp^t6LSpNi(`yj&+Ah8&W7kFhP0K@_tZUhiNV$bwYZ9lRDRI2GuA(11AN7 zS5FAka;ml}!`KNOi#Ud5g)l?@2<{q$#B0sM{E)sei1Po-4FQQiwNnm-^IC}CL}t)~ z*9eopYUn?8E_LeC)JtNk`aLcYy|Dp?npGXi{)NJV+Ad+mXLlRm#z|O^NL%d5(>rNfkzprJJ~ux70}&RbtD&BBBA;Z1@4c4 z4}!og(0pjP7iP5h!0-`O6Hi^FVh%-nC});sX-eb5wvFtE6Sy@rQZXhQgn0kCSz6pu z3RYsNs>vrL{RvN4!@!-8V+gibi}ms+UVbce7Q1^@;E^O`uZ%)6kz_iUP-jgw9fTTe z)7j-{08%}M%A6l_f$63Hj8H>&yWb&W9yw{{xUe&qh4q;~dHyBRGPhdi;t8#k8Pl7bTH9lDR-$!vB3{nykL|sb6s2FQZ*2keNKr zBP9T#;0rMWb1*o|ch(yOiOib$?ndfk9aoQ1krEG7l3!PFp6FA(xf4EDkU5(+&TW95 zxGfZRn5{Q1g=Vo_jYuCmuCl*9(ZsN3@5CWWr9JWix}tI5kJmuYuH~m*{((|&ob@wZ zEe)Bb=ek;eRa~)Ksq_xNU=SHc^H;lw42)xR#h;m-hlW~Kh!rp2cj3PnIjcAKw;>wK z%E3qxF9<@?Hhdm>#BC-am5u}X+r_es7x!K@y0oT-JqXg;!L1N7@Y9b0Htte98x~Kr~9AHL#h0mdBMS@mkxqq}zBZ zzOYWyr#7FD)A6pdI)*Y`=lN9sG|W~!Oi#|z- zI>OPb5V;A>FeF&dxqSa6TwRqTq5#Rd;_vZHr<4xRdYj73FC*8J^^lQd0*!fuLb(%^ z#{`#a_~ltIpcVDMdcW`j95tGss*ld_EcP}kYN`3PX!lkHy=5w|s_5Q_QKrppi&A@P z>%T|{6oRmWWb&w}tU+2;JPgLUyK@D1O;$;al-q=)8G%IMUCwwSuF~@!da`?urNkMl zgc?M_57%Atq(J}p7%Qea+aOpW8imFL;kv11x6c8(_0$o3%W&qUXJ}QN*XHYSt_^SF zbVj6mN)DFuqzN$kwyG`li2=l;5YlO~JX#9?vFdUS;#!%V{#QzMkg0iD4!~k2OiEIS zfFTjufc{XMuKb6f{}A;5S_vJ-TYkp^{68bDnzPlFi?rP%u+3W>ot%1gpVE7NXd5Sc zzoU55jDlk3cfNQj9(;R;Dc_}g5nON)ByX75=5ei8Ficb*p-%dc0#LdOFJ6e&*%Of2fQHK|zp@4vKgDG_i00K3S z9J;$3aTF2;u8D+H`uh!5_LdxI|Pn>IAeg=puA*af54sJchXKzuGNBwg$s0!Pf-m^Bh1zwqsRD3ig2tEO-x8 z&R#jCq;`^x;WBHjX)9p2{Q^VMzP$pROxu~KT)aZyu{3Qn7cMtK#2Y(RO1S z3jbhp`#!Hz!jhyoZGFsvrNz{J;CGDdF?%t2gl%JU0A@}APSa3OKGSRdvPN>=5|Oi9 zw#YmwNtwfS1Q-nnuuNtuT=xM?cJ`u=vFzuk;^7+rejbQ-2W==U@p#t!MfM_Vtz}V* z#jTQ&<`b}n!GyO1^s?9t-EP3Mui zk+3aTn|#^Ee&O$e?M3*5o%ujEBFy`Q%T&OW#wsnn6eCrZp=BQC=?OD!pfivJXM%Yf zuPQNTLmZzNovv{QRiGHew8zvTyBnU{-QACu?|mFh0!mZ}xnal8gNt1DBQ4&|s3<6B zecxWI^}3_byN%%0-2c7UlzNlI#6k~h zBGeNfu+(SCq}LFiApSLd$3x_qpZJU-W}Kn_{_cs!^@8+ z=EIOFBvKbpXGhQM`IGD=)I2I+!^}u8L@?;;fY}USB2eO9O*c5`fA~5?W(9@oS3ruM zHfK*@^pJKK7cVn6oF9Y<*zmc z`se-kfqk8Z(KURX_11h@r+hTXuP{(W5G{?;;Os zjQVdha!*hl5b~A>Gy-TzD{X{;7I_!F+C@@wa740T4wH%id#LjwzGNT=3;lMmd)FT| zE3y*q(n-IYz<;r_-__C+v4I3fp$$YJ>Nk#fjII9uI>>7&6{?F9x?m`G+kD&86$arh zt7MyOoNudX`0Wnw)Np##?+KWnHyQ4;{&sz2zBT0~3u`lDS#_T<0<69y%sIhKc9Oqdir9Ym`FTA%-|nOsXLHwcY#bD+~1O2QC> zAbnW5c5(egG!&PU>*u>?+63-Z=!UcjM>YbShC?NEUMrNg^Bddd`3A3u>QtLnTuSxlo46%Z*@I z8}v9nedq@uOd2Gfpg<_xgQ#YL56SxOV&D6F7o6wVi~Ba%isGUKU#0o!#6sSwAbj z0Qtg6&27pl8yCcngN~PHKLS+S$qb*0N_?@!fbk}evF3!8-V9>cE+fMi{R>3^i6nD*-gVM#E86D5??4x{%6N2xK0E{0%=A@=?6{MVOuv zCo$Em5t!9BSZ4V3Dx*4qxg61hma}r{bIBJN!(2{^SRl*tizR;cZ0+T1H7!K%bK|$e z1Yey(_^6fTBddJxjzG|v0N0Kp-^+zCbsMr2OwApC*oJF&vzhz-Jz(Lnb^vz#u?==x zo|yKOXri;T!d;jtjDb)a87ktu*m|6Ui0Xsahqc$|gZS-&>`Q|LTp!|=U6io^sNr|` zy-B=kcV%8i1e(cVYSQ+`vm*$&ZE0681A0fVlb7Ho|5#V3Z;y zY+o7A2|x+nG{COFw-n^1QrSXLRdrYo8Tb2C??P@P^!CCP@~`ID3G!J>nr!U!U_M;R z^A|UYW@X;wodEDXjO}{Dx<-bitt~hy;3R)_87urDz?5ZU@%Wl9>y0gcR5{drv6to3 zSLF58AD&Ik7^ZmmjsZj39Ka>WRehAm808=?Zp4>B@ZYX>R=n%i_Yc|U-M z^3&2%qWB1kgXaPbay4zsj0%u%fPA(^;MxH5o6^Y)^~8dx2%anILbU-*dl!uL?XT?; zhsLZ3n2-zmf>j{Gpult~C`-Kj%4@ZB?UHE%6;0j@myvKhJQ&#)5VppShknd?Fam!Y z-zCHjwgotxMW=E+W{uRJRYt;1(tg{I%3{-V?+YF#OS&#BIb4i_Z%2_IiT24m(< zLoc33HG+e zbe(-8I|UQu2>pQmi&My{+g^2O2;$BXrk863K9?L;zat|kWX?zxF_vABW9c5k3TPDCj$1^ zo~mgIEg;*xcRlfHXv}gzdOUNd>1)x~-v~R!X`usg_2VDNIMBlV>x~9Y^1)&=k3n1m zF;&|sYoUa#esf6JA|*_&$1S+WXBdeml`nBYBmh1s1A}6rn+LXmgocdj;}zr{=X{Q= z!EOXM3z<(wQ%tYf4JZzs*M|4FM5=_c^g~=MvVie^*K>BAt0OP_-X=QNkp0njkAip* zSYfZkwgVNndsT&zY~TMr{sX#0ig`>lY;t1VVc$rLpJ zcLOT~hdDj+W22D9bifA>I?xn?wcNV1{d1L%I0?zRMCEf`IdPSFuXBE{^E&6W|L|(_T-IlO)@MEI`d(%_^QfPX zi5mvXtPp(Yg^94nlaY0IV8)8?i_5Qm4s}q0W->TxCp<-;#0x<>hi;h1y~~h5G9lT4 z%AbN8elMc{;D76_=tf=5#IB`9l$0INsHs>~qo1`|2>6zr)h3$R-+z%-o`0!TQmbQja=27?)@PJzMLmy|iT zsSgV8)@jWz6P8N3vZa=^xBHCH{qqv}rN7%i`tjF{vdJeWd_^V@Lyx{elIP5`W^6^# zJ*OSiM%%~!dX1mU&eP#E0kM2v<8!kC{BhJS@Ys@vo-?R}sn#u2rZ<#xQOxv%L5Hhs^iv)|c zaQGK83)wLSQ`b_P!aZ#3Z^Up)h)7X({Ja{|PovndM+H+MB}Cx}=;7=H6IGQh)l%pL zD>?0V`<&Z}9_gdc^$%x|O~$uWfu)X8j>-eIW*E}u8cj0K*@{+@*o=Lx-4N;1bA?O3 zlleP_Z_4BjJRx3pg^ESV3rxNBxZDWLaeLczDY+#0m447wQ@yQzwhpZ+EXd7gc4vJ4 z$XOh`3Y7+k^vE>imr~sAHTKHQ?@mB#@THYL)a4JPnBIvUN~^z1)QG?2=l9oobNzP{ zG;b*cVTSBwbyVST~(?~)IS;{Ou0^WZSTNjuiecvJMu`eHYL z7vVO`;U8f$4qJadjz@1cVqSz%4`|dOi0K@vIlIOB$0P7Vt+lzBZ=f`7YZ$RaMjgZ<}}iDB{A@BqQlIdiE+i zcFfU0u{qn+vH@9A%Vh)%Sfe_@#?LTBZc~W!j{+@y{hR_Vr&XCZyKf^O9%>e5m-KD{ zbE#($c7jefQq&5X4{%X1k7hXpx~lRo?`knQz@J2ZUB=Yp-nnemyJe0k{zf{Olny)! z0Omo4{24`;i&o*-goHY87ifXXteT&E)66tbjuYsOFFo#+K)i&bj?*-eP_vA@Iw5dN*F>LW2bXq^bSgd(dk`vvw#SR9g1}O zhP$+9l~=Ye*=`7>$E}K2gI^mK%Jp`sdD?7}*=kCHm`o{u;O^aZ?l8Gb|0hou80NJCDG|GohjiA z*{8n|bteeOoM!w)corv~RHP=WxbO!O3^wZzGUCI^ z80&39G;V!yCs11zx)XF4=hw!{xxywBw^qBwJ*;w1-bjDzk6yT-emIMdxBphsleqhP^ud)a!+;nrN%Trq>ni|6Q<p>NG)EA{L`i9hR_N?l9CJ3$7Yn@hT>iE0Zpvi|t1Q}zrRLgrKc$_H2iX6D_ zGZnRjfccZPYmKw10sugyW_GA$P?EoJc&grQ@ahk`tu`*hMp{=%(m!>iD2r=uyHAN1 zIEnhpA`J_0p|ufY^xVKETy=wE(<1*bj}1DIR8m8SiZ7Cy^^jSaI14~sQ|5P{t`v4x zP9U)&?oA&`V2xftkK6rqJm}XODRt|E;)^jZ=oYLloQL^v9)2sc#<{`}C?KG6BKj$H z|4k6bnSV@e*|;Ns6#sc?RBaS0G+$3Hz|OF?Kv2c-(j50CJ`Hy{WPs`RYcf;>;9$@n zi+^-BlrW;BgONo^264Y|fEiJbo=Nv(kQ(LHnwr2^gJFZu&O^{*0jR*eO058LIw-i4CDwv_&9UF@CL4inLJEvZ@# z?F#h}I^0Hz`y#SX{|e1czkvF>3+fBHI%mK*3_zKig-Vg7ENgCHp^7^X|5|fVFX5gL!UBC+l=Dp`Sp4S9Bew!lDDo0P_Pfib^gx zXiES*2aYi=$5Ed=rNgD zav1rsrn?D%G$bXmP7snU!#!QPacPSQ#$%@GVU}YZ3iCO2DHJ(vYcbr$jo11pthikd zy;&wJCg{)>whsbY3TiNA8_G7P-j7^j@Jgo-GlluD^kzdU;5exlo%K2kf~TfVUwCLL zK!Hyimg@@E+~M)lPQ;bKV?s|JQh_{4286V8Rp&_rxHm^0MN=iu*eU-9(os=seC3?Z zUP12%R?vlp<6exFcQw`=Oo==*_`&^1w?jT#uVe0bZPVFTdJU#rc<%)5oKe5)c!9`c zue<@>1PD|p(-d=&;XLKXYeYQ$+6Q(=JaC95W0<$jxg|s7+LNoQW}o*X%Kv~llX#@p zLAUr^w+ijTi8zZ~0ucC8r98FBv?oJAHJq7Xe+;C-v~k@yQQVMd?X|u}KiSvrgZEOi z$tO;C^+R+S9s*M?%h72Xdp=t*?4DUJB2ONb+gWs(LshJdeRnZ_)%b;d2dORACr=~+ z8A*GmVYXtpy*ZT79*9M%^wYOvSz589Pd85#i2O7F$#tibodS@dpe7|#FN15aVYUjY zM1FcL{0^L$GSXjhd)T!H_C-v8vo}^9$k3RHkw2sW8z?B@vU;j)i)iK3Cz-;>k!igd z0+!pMNq(!^=qw<^)JaB_qyci8HgDk}03-!6Q!EYMHn8u`$$>C8)>s4F;mg=&#nc%2m(z}vSkKiwbE z;{I#c(xYpmKb|Cx1vvkbvjP|SkUwwzJ`uH{t69xOgOs_`@MU+?lDofslxAQS@dcC>gg9w%w+w1 z-nT7F*K(J+S>rO^t!>5v#DeAFY~YsX-^xu-q`k^qsnRHTj*Gk~+G*E617llkq*f^$ zz%LD+Yb|4aSRTpoEs|mDKx?W|AE}zz?$|SvIHBV zf*RM%gtC?oQ8JHYZ~+^=JFTKpD@LjdQa4)=J2#`hErIKykb?Y>RsHS4_QEQ6dqHKsP3Ju_33e`#Nl1XV95Qtgl1*OcHJ zX7KLMJF1t-y*a&aQ_q{&L!$5O|IYqD)yQ}0|C=WKFHt_o&0JC-SNJ**!#%Ziu5~@s zl-MVl=x@y9xmS}Km+_(E;Vwrx&5{7)THAe`Azf+!)|};qH4lhVD^my%CgB@_|I|$v z@i20+q^Oz*Kbv{x-)F|Q(Gn-z@`h#X>aaQFa2#VZJZifZP=S$th*|Eze(_= zCD?aG?tZvRQWNPZ1+~C3v6j~j=#+Yns~WGigSqDfheIUs+kTBalD^pRFJL!bKG3(_?A z%)*^_eq1G7#$Mi&tOlmCz@n%J%jPgNf81}S)2jUDJ%KREr)1d{H(~W|!hH6U&yTX5 zhj_=S@+butSNEoUZm!mlVh*xvr#MzJ#WB>g`{pv^$>szR;`rs&n^sF+ttz(JV>WWq zK0mw`eHv4mDy=_rTtMt9?IVtS^V-fAHx?KwkNS8ul2_^h<&DwZr&AoTR+ zv-L+=+M?dBqsSFcx>X3?sK0dXe}8A2Z&#jrtQG_fPJiR-C_LP}=;8}VuDq6vp!ws2<-+G4RRQlm+lIb1wcl&YL|m=J&PZ#L2d=9r8-}4BY?hI?utLCXI&|olZW~!jT~)XRlx7Y zX3SJh@ocm4aH!G8mEFz9!Ns=4`L&ykvAKT=U02k$)e``9;voZ_Nqpleshg7J|4m$n z{f~j;vI#dQ!evQ82+XLQi?b9JITK^N9DdQwE#SG6aiA;E!;LS?OD4*|7|WW1y|vE? zWA{Bl7YMcu7daAR2x23n6Xd)53w#B;ZSKpWf!A6_Ug7(qs4Ohc>ut-J` z+u07zIE=g;pJf*nD;eJUmqM^Az=7y$7M4c;Qz6`5fm?bvf1Gwt9~FStZNxD(O>45~e*;%$}E8aV!6MByHEM z61nQ#)DID(O3&@~n!{vdp~wks#9a40eTU0qX?nRW^* zB?dSsk>#P<7S&}p%?5G`^SV{I?JpVJxuBn5i222X9FO5|m03IhocvdaI$z{RIdgi? zg$u?0Fs!q?d!_r^^mT)>C&p8!v4lbSO(~dP1f3S)bQ;f|xdA{dJLyavxY$Rdz|+j{3i z$4wsBntoQFb)1~Us=b?+Uuy=te6fch-mLV)+(K2WU??F}Y?xO@#_6;)8CILx=&f!e zD%i;*PVE=(xEt?-D;M0}0PlTGg7Q!~%eE{_B@xLF5WT!qaz}cpA0rs!i?bE2t+PRr z^=G*EP+QY`cHr0iZpPSRa_PD~ntPUA9*9;bs=@f%N5S`PL|V?fCq{f+Jp8T!wrky$gV^Y;qKq~LB{ zHV2GPzh|xsja0`Dob{7^e8ZmrDE?r9dy;V*>4~++W$R@IQg%eQK3UV2^`@&sgNuYM zq-z}j-``4WEj*t(Ww-c(-COfT{oHuZ4Uup~jeEva<6d1IQg|d2&UoYbyM3;hEzB?>uC3}LIvN?kRFDUyVw88nPXVXjP#nlbD z@*>hnEA?&$464a+0397>?xzZ&TY;du$1oMc6XZSG!pDb%dpFx3OW4DBcmHDtE-v!( z`ncyd7%XZkvoy>n0h>%vFsZP&@c;lAb4(T}G4@uy_mEzKu{D2k@F53oASCdpYNT=0 z`kAp3c!UJtAQq$5B2ddGVvVChpih8CGsZ$#tBLEbWLw;v;%F>+JlH3a^^!ZQb~3!P zp_Vn-3EhXUd=%-LL$A5RVDL!QoVpu1nvlwWs_S(2K1%^ zUjw?$yPXBJgsByLb-7T%YwntO0FxhJ;|jv-gv%Tha}lYX@I9rcj%kg= zc%|SgwAH6^@FdfV-hysgcoC1~uj=Dp}v1C$R z7ucLSQhJ9&?*=(=E0^G^YjeMB@-L@AU|9>Wuz!jn|Fb8pnK;;W4Xhz3;HRA=N({2R zJXc+ZZkOsCd2)Kor2iD5B2)={8b+?f=c)dNOL-qwGfZ14Pgq#-a+%#0i1CJGt(jwX z$azl9^?Nj&#Qy$6v9aD!qxN+JGI)fj8R(!gdlY%+6Uz{CwBuLjv*$x#^=Zy%`Sh{A zk5|U(qGhJ;G8w_L>%wuM3$|Iqs+o&6Z=VoCm*%8UHfBOYN^cqAX9rhl0kT*dPQFBs zJ&}`&t?seH!?p#Kbu+*haV!Mb4V#5ts|>(H*(d}b4m>xnRU$d`ypbCn&nMS~e;gic zU~QWZ4%y#cu^V*)(_r)1ElW)xwor8@-XTwwg2PKg<3a*S(cDe*T3)gdn`5$5hTRcy z!AKYM0IC7@{r(X(e3=AUqXfetl`OYV{%}0ZwD%R$kKvHb+@82&+`3M1y$tEa&l+i$<3={AHL?UkUZ<73@)zB-W7FLts5WHDe`cBh~fvW z^vo0va|j&O7IXy$rFfWLZBYsu1rS6cEeVPzRdGD9u40C5?&UR{B&M{mHi^pb@;DDpBrw6`Uh1P_-@HzUMO8U*pf$ zIRa6TUGy7&a83?uh?2C;B`^FBVksJva^O{H<7CmVIXr_r`KmRMBU#&`S@f%K@onFd zBY6f<9Qnp!ij*1Zq^D!pZGW*6zKrNI@JPjI-qbEDDG+}8gjoddCJQNRX*CA$Jd{UV z>9G_F;%%I`CDGN%v)2xC9D z-6BYxcYgz+<}Xez{p56J(rN zWL8oY_rS4w{QNDCiLQHG(O?6zy92McI`bZe$04FM5wI#WwhVlmsK!D-wcoMgikKm{ zwXm{Jq5+ZU)Vi}(ON&2ah9WyI;{$Z7DbHjdq^VJeD1G`f>gh|cEcqU-IX6F3_9L%* zrtV_(AP-IqG$2HM=;FA(dgchO5+bxZT@Jp^U8fQQ`X&ys0ATudj>56!N8`$B8IVtjMk}} zW|IrJsEv_l1N9%$eb4~rNKWzv>ugm?_c4j8k;R_f3H};jx!MW$CSE!%75VTXe7YUUcH_gy^A~K^+o}ax z<;KM)d@!1UuU4i?b3E=}W0Mg}v2uNYGy09Yb-#b0gkv%#LgT1O@(*q&4x`+DC}8dh zttR^3-w@^K&L?u)>uPw}c+JZ%o#C*s_BGkQw3fox3apBg_0B(N%0U30^Vhw{Ns*f5!EKKw~#o=Zw%bJottoRcu&KF z`NW*8%S|bQZO^-poZWr8>OJ!KSB^tV9UtAtWUk@lgZusyuOU_O-p42F6Vv!DmD+%w zP%hY?|2Uy!d2cOP;{$Dp&-d=%DH$*Ur3GXMtvaZ!nmckT()-P_+ot$R)mWP{A5jQ8 zU7{OJVEHxiwc%rrWSNEAm+k{YR4)p^_L>tagh7{@@cg5CAjCsM)hJ5$fe!W64=kio z%HA8_mZ~ugd{%uF(PqhQEi(dB$6#~d&RuI9Alrk=bUau@sM1A6u!@YtcVp0b+We>M zk)WQ^8xc7!m@20ry&X9TTqaXzHBIG7pzuBdD7(>palOxQ zQZH6iMvHwS4JY+SH-dgQiGUWI8rB!>{-1ggqTZ;-sXhTG9@2HQS1=FaphuAgnZTR* zF)h2*cYD?3G@foBfYil4QP)69v8sz|xcBU3}6$y4$d;u zt<0wh@&s=-wN)Q@_Xk$+iRj-Ulp~blrLHCRq4=RZN2P$~ZJJS}$tTzH^kh!TSe(26 z$Xq89T&(4%ApZb=M>}y7Xt&SeBT;Ba*o?B^MR;qd6x>Kx!7wmK)&vGmPptsIG9S&U z()cJ4Vr(`4#bZdSL8~*Lp4h%H3#*Gm%I6lzu}Of@R`wfgD@5lRun+Ke6!+AwyJ@H& zQZ|6YM=z?`cKjYknTxC=wj|mgn%aoX=ks`iBKWSt-vN@6qZclWfu?X+4eX5nqI&@j zV1As#!#1q=W*fY|Z^QR(_#NHmyi{`$N>f4kV!V6y9ajjzf-*A0=duatiM({~ns<^F$?#Ukp-Q}e~) TAGGSH!GEsH+?~!l`g8sR@GX&Z literal 0 HcmV?d00001 diff --git a/doc/research/acm_2390317.2390326.bib b/doc/research/acm_2390317.2390326.bib new file mode 100644 index 0000000..315139e --- /dev/null +++ b/doc/research/acm_2390317.2390326.bib @@ -0,0 +1,17 @@ +@inproceedings{10.1145/2390317.2390326, +author = {Howard, Adam and Hu, Yi}, +title = {An Approach for Detecting Malicious Keyloggers}, +year = {2012}, +isbn = {9781450315388}, +publisher = {Association for Computing Machinery}, +address = {New York, NY, USA}, +url = {https://doi.org/10.1145/2390317.2390326}, +doi = {10.1145/2390317.2390326}, +abstract = {Keyloggers are applications that are installed onto computers with the intent of monitoring and storing keystrokes that are input by a user. These keystrokes can either be stored on a physical hard disk or transmitted via a network connection to a remote location. Because of their functions, keyloggers have a potential of being used for malicious purposes. In order to protect privacy, it is important to realize the threat that a keylogger application might pose and identify appropriate methods for detecting it. The method presented in this research provides a standardized approach to detect unknown keylogging software from a computer. We also conducted experiments on a variety of keyloggers to verify the effectiveness of the proposed approach.}, +booktitle = {Proceedings of the 2012 Information Security Curriculum Development Conference}, +pages = {53–56}, +numpages = {4}, +keywords = {rootkit, privacy, system hook, keylogger, malicious software}, +location = {Kennesaw, Georgia}, +series = {InfoSecCD '12} +} \ No newline at end of file diff --git a/doc/research/acm_financial_losses_due_to_malware.bib b/doc/research/acm_financial_losses_due_to_malware.bib new file mode 100644 index 0000000..2f61fc4 --- /dev/null +++ b/doc/research/acm_financial_losses_due_to_malware.bib @@ -0,0 +1,17 @@ +@inproceedings{10.1145/2905055.2905362, +author = {Amin, Maitri}, +title = {A Survey of Financial Losses Due to Malware}, +year = {2016}, +isbn = {9781450339629}, +publisher = {Association for Computing Machinery}, +address = {New York, NY, USA}, +url = {https://doi.org/10.1145/2905055.2905362}, +doi = {10.1145/2905055.2905362}, +abstract = {General survey stat that the main damage malware can cause is to slow down their PCs and perhaps crash some websites which is quite wrong, The Russian antivirus software developer teamed up with B2B International for a study worldwide recently, shown 36\% of users lose money online as a result of a malware attack. Currently malware can't be detected by traditional way based anti-malware tools due to their polymorphic and/or metamorphic nature. Here we have improvised a current detection technique of malware based on mining Application Programming Interface (API) calls and developed the first public dataset to promote malware research.• In survey of cyber-attacks 6.2\% financial attacks are due to malware which increase to 1.3 \% in 2013 compared to 2012.• Financial data theft causes 27.6\% to reach 28,400,000. Victims abused by this targeting malware countered 3,800,000, which is 18.6\% greater than previous year.• Finance-committed malware, associated with Bitcoin has demonstrated the most dynamic development. Where's, Zeus is still top listed for playing important roles to steal banking credentials.Solutionary study stats that companies are spending a staggering amount of money in the aftermath of damaging attack: DDoS attacks recover $6,500 per hour from malware and more than $3,000 each time for up to 30 days to moderate and improve from malware attacks. [1]}, +booktitle = {Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies}, +articleno = {145}, +numpages = {4}, +keywords = {Malware, API, financial losses, Survey}, +location = {Udaipur, India}, +series = {ICTCS '16} +} \ No newline at end of file diff --git a/doc/research/acm_risk_of_stolen_credentials.bib b/doc/research/acm_risk_of_stolen_credentials.bib new file mode 100644 index 0000000..4ccc3f0 --- /dev/null +++ b/doc/research/acm_risk_of_stolen_credentials.bib @@ -0,0 +1,17 @@ +@inproceedings{10.1145/3133956.3134067, +author = {Thomas, Kurt and Li, Frank and Zand, Ali and Barrett, Jacob and Ranieri, Juri and Invernizzi, Luca and Markov, Yarik and Comanescu, Oxana and Eranti, Vijay and Moscicki, Angelika and Margolis, Daniel and Paxson, Vern and Bursztein, Elie}, +title = {Data Breaches, Phishing, or Malware? Understanding the Risks of Stolen Credentials}, +year = {2017}, +isbn = {9781450349468}, +publisher = {Association for Computing Machinery}, +address = {New York, NY, USA}, +url = {https://doi.org/10.1145/3133956.3134067}, +doi = {10.1145/3133956.3134067}, +abstract = {In this paper, we present the first longitudinal measurement study of the underground ecosystem fueling credential theft and assess the risk it poses to millions of users. Over the course of March, 2016--March, 2017, we identify 788,000 potential victims of off-the-shelf keyloggers; 12.4 million potential victims of phishing kits; and 1.9 billion usernames and passwords exposed via data breaches and traded on blackmarket forums. Using this dataset, we explore to what degree the stolen passwords---which originate from thousands of online services---enable an attacker to obtain a victim's valid email credentials---and thus complete control of their online identity due to transitive trust. Drawing upon Google as a case study, we find 7--25\% of exposed passwords match a victim's Google account. For these accounts, we show how hardening authentication mechanisms to include additional risk signals such as a user's historical geolocations and device profiles helps to mitigate the risk of hijacking. Beyond these risk metrics, we delve into the global reach of the miscreants involved in credential theft and the blackhat tools they rely on. We observe a remarkable lack of external pressure on bad actors, with phishing kit playbooks and keylogger capabilities remaining largely unchanged since the mid-2000s.}, +booktitle = {Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security}, +pages = {1421–1434}, +numpages = {14}, +keywords = {keylogger, phishing, risk analysis, data breach, password reuse, authentication, phishing kit, password}, +location = {Dallas, Texas, USA}, +series = {CCS '17} +} \ No newline at end of file diff --git a/doc/research/citation-strange-world-keyloggers.bib b/doc/research/citation-strange-world-keyloggers.bib new file mode 100644 index 0000000..9b328fb --- /dev/null +++ b/doc/research/citation-strange-world-keyloggers.bib @@ -0,0 +1,10 @@ +@article{article, +author = {Creutzburg, Reiner}, +year = {2017}, +month = {01}, +pages = {139-148}, +title = {The strange world of keyloggers - an overview, Part I}, +volume = {2017}, +journal = {Electronic Imaging}, +doi = {10.2352/ISSN.2470-1173.2017.6.MOBMU-313} +} \ No newline at end of file