iPython Notebook Volatility Memory Forensics SilentBanker

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iPython Notebook Volatility Memory Forensics SilentBanker

  1. 1. 3/6/13 IPython Notebook Using Volatility to explore for signs of the SilentBanker Trojan I [] !yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmpls n 1: pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve sit Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh Ofe() Nm fstV ae PD PI I PD Td hs Hd ns Ss Ww4Sat es o6 tr Ei xt ----- ---------- --- --- --- ---- --- --- --------------- --- ----- ---------- --- --- --- ---- --- --- --------------- --- ------------ ------------ 08016 Sse x1b60 ytm 4 0 59 13--- 8 --- 0 0f2b2 ss.x xfa00 msee 54 4 4 3 2 --- 1 --- 021-81 0:62 UC00 000-1 60:1 T+00 0f1ca crsee xfed0 ss.x 68 0 54 4 11 35 6 0 021-81 0:62 UC00 000-1 60:3 T+00 0f1c7 wnoo.x xfe98 ilgnee 62 3 54 4 18 51 1 0 021-81 0:62 UC00 000-1 60:3 T+00 0f272 srie.x xf400 evcsee 66 7 62 3 16 29 6 0 021-81 0:62 UC00 000-1 60:4 T+00 0f252 lasee xf500 ss.x 68 8 62 3 19 35 4 0 021-81 0:62 UC00 000-1 60:4 T+00 0f283 vatl.x xf120 mchpee 84 4 66 7 1 24 0 021-81 0:62 UC00 000-1 60:4 T+00 08f8d scotee x0f88 vhs.x 86 5 66 7 17 19 9 0 021-81 0:62 UC00 000-1 60:4 T+00 0f276 scotee xf150 vhs.x 96 3 66 7 10 20 7 0 021-81 0:62 UC00 000-1 60:4 T+00 08ff1 scotee x0b90 vhs.x 12 08 66 7 71 15 35 0 021-81 0:62 UC00 000-1 60:4 T+00 0f2d5 scotee xf258 vhs.x 18 08 66 7 4 79 0 021-81 0:62 UC00 000-1 60:5 T+00 0f238 scotee xf0b0 vhs.x 14 18 66 7 14 28 0 0 021-81 0:62 UC00 000-1 60:6 T+00 0f17a solvee xfdd0 pos.x 13 42 66 7 13 15 3 0 021-81 0:62 UC00 000-1 60:6 T+00 0f182 vtos.x xfbb8 moldee 16 68 66 7 5 22 2 0 021-81 0:63 UC00 000-1 60:5 T+00 0f1d8 VUgaeepr xffc8 MprdHle 18 78 66 7 4 10 0 0 021-81 0:63 UC00 000-1 60:8 T+00 0f132 TAtCnSce xf4b8 Puoonv. 16 98 66 7 5 10 0 0 021-81 0:63 UC00 000-1 60:9 T+00 0f2ae agee xf570 l.x 26 1 66 7 6 15 0 0 021-81 0:63 UC00 000-1 60:9 T+00 0f341 wctyee xf630 snf.x 88 12 8 08 1 27 0 021-81 0:64 UC00 000-1 60:9 T+00 0f3bf TAtCnete xf858 Puoonc. 18 04 16 98 1 61 0 021-81 0:65 UC00 000-1 60:2 T+00 0f36d epoe.x xf850 xlrree 12 74 10 78 12 37 1 0 021-81 0:92 UC00 000-1 60:9 T+00 0f36e VwrTa.x xf678 Maeryee 42 12 3 74 1 49 0 021-81 0:93 UC00 000-1 60:1 T+00 0f348 VwrUe.x xf790 Maesree 42 12 5 74 7 12 9 0 021-81 0:93 UC00 000-1 60:2 T+00 08f48 wactee x0958 uul.x 48 12 6 08 4 15 3 0 021-81 0:93 UC00 000-1 60:7 T+00 08fb2 IXLR.X x0100 EPOEEE 18 84 12 74 9 31 5 0 021-81 1:40 UC00 000-5 85:5 T+00 0f35c cdee xf860 m.x 13 16 16 68 0---- ---- 0 021-81 1:15 UC00 000-5 90:1 T+00 21- 00 0-51:15 UC00 81 90:1 T+00 I [] !yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmpsa n 2: pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve scn Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh Ofe() Nm fstP ae PD PI PB I PD D Tm cetd ie rae Tm eie ie xtd ----- -------- --- --- ----- --------------- --------------- ----- -------- --- --- ----- --------------- -------------- - 000e2 IXLR.X x1700 EPOEEE 18 84 12 00c0a 21-81 1:40 UC00 74 x6c20 000-5 85:5 T+00 0003a wactee x1cd0 uul.x 13 72 12 00c0c 21-81 0:74 UC00 08 x6c20 000-1 60:4 T+00 21-81 1:85 UC00 000-5 85:3 T+00 00078 wactee x1f58 uul.x 48 12 00c08 21-81 0:93 UC00 6 08 x6c10 000-1 60:7 T+00 00121 scotee x1290 vhs.x 12 08 6600c02 21-81 0:62 UC00 7 x6c10 000-1 60:4 T+00 001bd scotee x1588 vhs.x 86 5 6600c0e 21-81 0:62 UC00 7 x6c00 000-1 60:4 T+00 00246 Sse x1160 ytm 4 000390 x0100 001a2 TAtCnSce x21b8 Puoonv. 16 98 6600c06 21-81 0:63 UC00 7 x6c20 000-1 60:9 T+00 0091f TAtCnete x4c58 Puoonc. 18 04 16 00c02 21-81 0:65 UC00 98 x6c20 000-1 60:2 T+00 00a6d epoe.x x4050 xlrree 12 74 10 00c08 21-81 0:92 UC00 78 x6c20 000-1 60:9 T+00 00a7c cdee x4060 m.x 13 16 16 00c0c 21-81 1:15 UC00 68 x6c20 000-5 90:1 T+00 21-81 1:15 UC00 000-5 90:1 T+00 00ba8 VwrUe.x x4590 Maesree 42 12 00c00 21-81 0:93 UC00 5 74 x6c30 000-1 60:2 T+00 00b9e VwrTa.x x4e78 Maeryee 42 12 00c0e 21-81 0:93 UC00 3 74 x6c20 000-1 60:1 T+00 00cb1 wctyee x4230 snf.x 88 12 00c00 21-81 0:64 UC00 8 08 x6c20 000-1 60:9 T+00 00412 ss.x x5700 msee 54 4 400c02 21-81 0:62 UC00 x6c00 000-1 60:1 T+00 00f2e agee x5070 l.x 26 1 6600c04 21-81 0:63 UC00 7 x6c20 000-1 60:9 T+00 00f72 lasee x5400 ss.x 68 8 6200c0a 21-81 0:62 UC00 3 x6c00 000-1 60:4 T+00 00052 srie.x x6100 evcsee 66 7 6200c08 21-81 0:62 UC00 3 x6c00 000-1 60:4 T+00 001f5 scotee x6e58 vhs.x 18 08 6600c04 21-81 0:62 UC00 7 x6c10 000-1 60:5 T+00 00343 vatl.x x6820 mchpee 84 4 6600c0c 21-81 0:62 UC00 7 x6c00 000-1 60:4 T+00 00356 scotee x6c50 vhs.x 96 3 6600c00 21-81 0:62 UC00 7 x6c10 000-1 60:4 T+00 00498 scotee x69b0 vhs.x 14 18 6600c06 21-81 0:62 UC00 7 x6c10 000-1 60:6 T+00 005f8 VUgaeepr x65c8 MprdHle 18 78 6600c0e 21-81 0:63 UC00 7 x6c10 000-1 60:8 T+00 00607 wnoo.x x6f98 ilgnee 62 3 5400c06 21-81 0:62 UC00 4 x6c00 000-1 60:3 T+00 0060a crsee x6fd0 ss.x 68 0 5400c04 21-81 0:62 UC00 4 x6c00 000-1 60:3 T+00 0095a solvee x64d0 pos.x 13 42 6600c0a 21-81 0:62 UC00 7 x6c10 000-1 60:6 T+00 00952 vtos.x x6db8 moldee 16 68 6600c0c 21-81 0:63 UC00 7 x6c10 000-1 60:5 T+00 I [] dt =!yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmpls n 3: aa pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve sit dt aa Ot3: [Vltl SsesVltlt Faeok23apa, u[] oaie ytm oaiiy rmwr ._lh127.0.0.1:8888/ba57c8ab-a007-4bff-a15f-b95809b912b3/print 1/6
  2. 2. 3/6/13 IPython Notebook Ot3: [Vltl SsesVltlt Faeok23apa, u[] oaie ytm oaiiy rmwr ._lh fstV Nm Ofe() ae PD PI I PD Td hs Hd ns Ss Ww4Sat es o6 tr Ei xt , --------------- --- --- --- ---- --- --- --------------- -- ----- ---------- --- --- --- ---- --- --- --------------- -- ------------- -------------, x1b60Sse 08016 ytm 4 0 59 13--- 8 --- 0 , xfa00ss.x 0f2b2 msee 54 4 4 3 2 --- 1 --- 021-81 0:62 UC00 000-1 60:1 T+00 , xfed0crsee 0f1ca ss.x 68 0 54 4 11 35 6 0 021-81 0:62 UC00 000-1 60:3 T+00 , xfe98wnoo.x 0f1c7 ilgnee 62 3 54 4 18 51 1 0 021-81 0:62 UC00 000-1 60:3 T+00 , xf400srie.x 0f272 evcsee 66 7 62 3 16 29 6 0 021-81 0:62 UC00 000-1 60:4 T+00 , xf500lasee 0f252 ss.x 68 8 62 3 19 35 4 0 021-81 0:62 UC00 000-1 60:4 T+00 , xf120vatl.x 0f283 mchpee 84 4 66 7 1 24 0 021-81 0:62 UC00 000-1 60:4 T+00 , x0f88scotee 08f8d vhs.x 86 5 66 7 17 19 9 0 021-81 0:62 UC00 000-1 60:4 T+00 , xf150scotee 0f276 vhs.x 96 3 66 7 10 20 7 0 021-81 0:62 UC00 000-1 60:4 T+00 , x0b90scotee 08ff1 vhs.x 12 08 66 7 71 15 35 0 021-81 0:62 UC00 000-1 60:4 T+00 , xf258scotee 0f2d5 vhs.x 18 08 66 7 4 79 0 021-81 0:62 UC00 000-1 60:5 T+00 , xf0b0scotee 0f238 vhs.x 14 18 66 7 14 28 0 0 021-81 0:62 UC00 000-1 60:6 T+00 , xfdd0solvee 0f17a pos.x 13 42 66 7 13 15 3 0 021-81 0:62 UC00 000-1 60:6 T+00 , xfbb8vtos.x 0f182 moldee 16 68 66 7 5 22 2 0 021-81 0:63 UC00 000-1 60:5 T+00 , xffc8VUgaeepr 0f1d8 MprdHle 18 78 66 7 4 10 0 0 021-81 0:63 UC00 000-1 60:8 T+00 , xf4b8TAtCnSce 0f132 Puoonv. 16 98 66 7 5 10 0 0 021-81 0:63 UC00 000-1 60:9 T+00 , xf570agee 0f2ae l.x 26 1 66 7 6 15 0 0 021-81 0:63 UC00 000-1 60:9 T+00 , xf630wctyee 0f341 snf.x 88 12 8 08 1 27 0 021-81 0:64 UC00 000-1 60:9 T+00 , xf858TAtCnete 0f3bf Puoonc. 18 04 16 98 1 61 0 021-81 0:65 UC00 000-1 60:2 T+00 , xf850epoe.x 0f36d xlrree 12 74 10 78 12 37 1 0 021-81 0:92 UC00 000-1 60:9 T+00 , xf678VwrTa.x 0f36e Maeryee 42 12 3 74 1 49 0 021-81 0:93 UC00 000-1 60:1 T+00 , xf790VwrUe.x 0f348 Maesree 42 12 5 74 7 12 9 0 021-81 0:93 UC00 000-1 60:2 T+00 , x0958wactee 08f48 uul.x 48 12 6 08 4 15 3 0 021-81 0:93 UC00 000-1 60:7 T+00 , x0100IXLR.X 08fb2 EPOEEE 18 84 12 74 9 31 5 0 021-81 1:40 UC00 000-5 85:5 T+00 , xf860cdee 0f35c m.x 13 16 16 68 0---- ---- 0 021-81 1:15 UC00 000-5 90:1 T+00 21-81 1:15 UC00 000-5 90:1 T+00 ] I [] !yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmcnetos n 6: pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve oncin Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh Ofe() LclAdes fstV oa drs Rmt Ades eoe drs Pd i ----- ---------------------------- ----- ------------ ------------ - I [] !yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmsces n 7: pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve okt Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh Ofe() fstV PD Pr PooPooo I ot rt rtcl Ades drs Cet Tm rae ie ----- ---- --- --- ---------------------- ----- ---- --- --- ------- ------- ----- 08f10 x0d08 4 0 4 GE 7 R 0000 ... 21-81 0:80 UC00 000-1 60:0 T+00 0f321 xf6d8 18 08 16 06 1 UP 7 D 0000 ... 21-81 1:41 UC00 000-5 85:3 T+00 0f280 xf508 68 8 50 0 1 UP 7 D 0000 ... 21-81 0:63 UC00 000-1 60:5 T+00 0f370 xf608 4 45 4 6TP C 0000 ... 21-81 0:61 UC00 000-1 60:7 T+00 08fc2 x0f18 96 3 15 3 6TP C 0000 ... 21-81 0:62 UC00 000-1 60:4 T+00 0f257 xf2b0 68 8 0 25Rsre 5 eevd 0000 ... 21-81 0:63 UC00 000-1 60:5 T+00 0f240 xf508 12 08 13 2 1 UP 7 D 17001 2... 21-81 1:15 UC00 000-5 90:1 T+00 08fe3 x0c90 18 08 12 05 1 UP 7 D 0000 ... 21-81 0:63 UC00 000-1 60:8 T+00 0f172 xf2d8 26 12 1 06 6TP C 17001 2... 21-81 0:63 UC00 000-1 60:9 T+00127.0.0.1:8888/ba57c8ab-a007-4bff-a15f-b95809b912b3/print 2/6
  3. 3. 3/6/13 IPython Notebook 0f20c xf680 18 08 15 03 1 UP 7 D 0000 ... 21-81 1:40 UC00 000-5 85:9 T+00 08fc0 x0d78 18 84 15 01 1 UP 7 D 17001 2... 21-81 1:40 UC00 000-5 85:7 T+00 0f282 xf420 14 18 10 90 1 UP 7 D 17001 2... 21-81 1:15 UC00 000-5 90:1 T+00 0f185 xfb20 68 8 40 50 1 UP 7 D 0000 ... 21-81 0:63 UC00 000-1 60:5 T+00 0f329 xf8e8 4 13 03 6TP C 0000 ... 21-81 0:80 UC00 000-1 60:0 T+00 08fd4 x0bc0 4 45 4 1 UP 7 D 0000 ... 21-81 0:61 UC00 000-1 60:7 T+00 I [] !yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmhvls n 9: pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve ieit Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh Vrul ita Pyia hscl Nm ae ----- ----- -- ----- ----- -- 0ec90 006c0 eieHrdsVlm1DcmnsadStigoaSrieLclStigplcto x1408 x3d08 Dvcadikoueouet n etnsLclevcoa etnsApiain DtirsfidwsCasdt aaMcootWnosUrls.a 0ec16 00006 eieHrdsVlm1DcmnsadStigoaSrieNUE.A x14b0 x41b0 Dvcadikoueouet n etnsLclevcTSRDT 0ea93 001b3 eieHrdsVlm1DcmnsadStigewrSrieLclStigplcto x1368 x2e68 Dvcadikoueouet n etnsNtokevcoa etnsApiain DtirsfidwsCasdt aaMcootWnosUrls.a 0ea30 00f80 eieHrdsVlm1DcmnsadStigewrSrieNUE.A x1308 x1908 Dvcadikoueouet n etnsNtokevcTSRDT 0e5a6 00bd6 eieHrdsVlm1WNOSsse3ofgsfwr x13b0 x67b0 DvcadikoueIDWytm2cniotae 0e520 00c80 eieHrdsVlm1WNOSsse3ofgdfut x1408 x6408 DvcadikoueIDWytm2cnieal 0e576 00a46 ytmotSse3ofgSCRT x13b0 x6eb0 SseRoytm2CniEUIY 0e540 00cb0 eieHrdsVlm1WNOSsse3ofgSM x1408 x6408 DvcadikoueIDWytm2cniA 0e3e8 00bd8 [onm] x1a50 x1b50 n ae 0e0b0 00870 eieHrdsVlm1WNOSsse3ofgsse x1108 x1608 DvcadikoueIDWytm2cniytm 0e087 00847 [onm] x1098 x1298 n ae 0ee5c 0092c eieHrdsVlm1DcmnsadStigdiitaooa Stigplcto x1180 x0780 Dvcadikoueouet n etnsAmnsrtrLcl etnsApiain DtirsfidwsCasdt aaMcootWnosUrls.a 0ed40 00fe0 eieHrdsVlm1DcmnsadStigdiitaoTSRDT x1a08 x0608 Dvcadikoueouet n etnsAmnsrtrNUE.A I [0: #- =IDWytm2cniA n 1] y WNOSsse3ofgSM #- =IDWytm2cniytm s WNOSsse3ofgsse !yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mm-poieWnPPx6hsdm pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve -rfl iXS28 ahup Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh Amnsrtr50e2a6499243183ac6:867aef17d6d8078c: diitao:0:5cc71aa2ab0ff6bd84fee8b1a0bd3b56:: Get51adb3b10eadb3b10e:16f01a917c970090: us:0:a345544ea345544e3dced6e3b35dec8c:: HlAssat10:e5c0045c58e4ea3b8241c538e7c5e908:: epsitn:00487042e3d3d6ddc6:4b034abfc6a45151: SPOT384a:02adb3b10eadb3b10e:f78a12f77c28a4e1: UPR_895010:a345544ea345544e8535645c8436a29a:: I [1: tx_tig =!tig /otDstpmmslnbne.mm n 1] etsrns srns ro/eko/e/ietakrve I [2: tx_tig[:0 n 1] etsrns01] Ot1] [sON u[2: Qt2, +` ta$, nai priint Ivld atto a, laigoeaigsse r odn prtn ytm, isn oeaigsse Msig prtn ytm, DL, ,c IE FL0, IE FL0, IE FL0, IE FL0] I [3: dfgep(erhtr,tx_tig) n 1] e rpysac_em etsrns: tm_it[ epls=] frie i tx_tig: o tm n etsrns i sac_emi ie: f erhtr n tm tm_itapn(tm epls.pedie) rtr tm_it eun epls gep(Vstd " tx_tig) rpy"iie: , etsrns Ot1] [Vstd Amnsrtrht:/oemcootcm, u[3: iie: diitao@tp/hm.irsf.o iie:AmnsrtraotHm Vstd diitao@bu:oe, iie:Amnsrtrht:/w.irsf.o/sp/ei.l?r=epe=&rmnoe, Vstd diitao@tp/wwmcootcmiairdrdlpdi&vr6a=shm iie:Amnsrtrht:/w.s.o Vstd diitao@tp/wwmncm, iie:Amnsrtrht:/oemcootcm, Vstd diitao@tp/hm.irsf.o iie:AmnsrtraotHm Vstd diitao@bu:oe, iie:Amnsrtrht:/w.s.o Vstd diitao@tp/wwmncm, iie:Amnsrtrfl:/C/IDW/ytm2ob/cselhm, Vstd diitao@ie//:WNOSsse3/oeathl.t127.0.0.1:8888/ba57c8ab-a007-4bff-a15f-b95809b912b3/print 3/6
  4. 4. 3/6/13 IPython Notebook wiie:Amnsrtrhp/sse/optt/optoehm, wVstd diitao@c:/ytmcmacrcmamd.t wiie:Amnsrtrhp/sse/optt/optoehm] wVstd diitao@c:/ytmcmacrcmamd.t I [4: scesls =!yhn/ets/oesc/oaiiyvlp - ~Dstpmmslnbne.mmsces n 1] okt_it pto pnetfrnisvltlt/o.y f /eko/e/ietakrve okt I [5: frie i scesls[:: n 1] o tm n okt_it3] ie =ie.pi( tm tmslt) pitie[] ie[] ie[] rn tm5, tm6, tm7 000021-81 0:80 ... 000-1 60:0 000021-81 1:41 ... 000-5 85:3 000021-81 0:63 ... 000-1 60:5 000021-81 0:61 ... 000-1 60:7 000021-81 0:62 ... 000-1 60:4 000021-81 0:63 ... 000-1 60:5 1700121-81 1:15 2... 000-5 90:1 000021-81 0:63 ... 000-1 60:8 1700121-81 0:63 2... 000-1 60:9 000021-81 1:40 ... 000-5 85:9 1700121-81 1:40 2... 000-5 85:7 1700121-81 1:15 2... 000-5 90:1 000021-81 0:63 ... 000-1 60:5 000021-81 0:80 ... 000-1 60:0 000021-81 0:61 ... 000-1 60:7 I [6: scesls n 1] okt_it Ot1] [Vltl SsesVltlt Faeok23apa, u[6: oaie ytm oaiiy rmwr ._lh fstV Ofe() PD Pr PooPooo I ot rt rtcl Ades drs Cet Tm rae ie, --------- --- --- ----------------------, ----- ---- --- --- ------- ------- ----- x0d08 08f10 4 0 4 GE 7 R 0000 ... 21-81 0:80 UC00 000-1 60:0 T+00, xf6d8 0f321 18 08 1606 1 UP 7 D 0000 ... 21-81 1:41 UC00 000-5 85:3 T+00, xf508 0f280 68 8 50 0 1 UP 7 D 0000 ... 21-81 0:63 UC00 000-1 60:5 T+00, xf608 0f370 4 45 4 6TP C 0000 ... 21-81 0:61 UC00 000-1 60:7 T+00, x0f18 08fc2 96 3 15 3 6TP C 0000 ... 21-81 0:62 UC00 000-1 60:4 T+00, xf2b0 0f257 68 8 0 25Rsre 5 eevd 0000 ... 21-81 0:63 UC00 000-1 60:5 T+00, xf508 0f240 12 08 13 2 1 UP 7 D 17001 2... 21-81 1:15 UC00 000-5 90:1 T+00, x0c90 08fe3 18 08 1205 1 UP 7 D 0000 ... 21-81 0:63 UC00 000-1 60:8 T+00, xf2d8 0f172 26 12 1 06 6TP C 17001 2... 21-81 0:63 UC00 000-1 60:9 T+00, xf680 0f20c 18 08 1503 1 UP 7 D 0000 ... 21-81 1:40 UC00 000-5 85:9 T+00, x0d78 08fc0 18 84 1501 1 UP 7 D 17001 2... 21-81 1:40 UC00 000-5 85:7 T+00, xf420 0f282 14 18 1090 1 UP 7 D 17001 2... 21-81 1:15 UC00 000-5 90:1 T+00, xfb20 0f185 68 40 8 50 1 UP 7 D 0000 ... 21-81 0:63 UC00 000-1 60:5 T+00, xf8e8 0f329 4 13 03 6TP C 0000 ... 21-81 0:80 UC00 000-1 60:0 T+00, x0bc0 08fd4 4 45 4 1 UP 7 D 0000 ... 21-81 0:61 UC00 000-1 60:7 T+00] I [7: !yhn/ets/oesc/oaiiyvlp - ~Dstpmmslnbne.mmmlid n 1] pto pnetfrnisvltlt/o.y f /eko/e/ietakrve afn Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh Poes crseePd 68Ades 07600 rcs: ss.x i: 0 drs: xff00 VdTg Vd Poeto:PG_XCT_EDRT a a: a rtcin AEEEUERAWIE Fas Poeto:6 lg: rtcin 07600 xff00 c 0 0 0 f 0 0 0 f e f e 0 7 0 0 8 0 0 0 f 1 0 0 f e f e 8 0 0 0 ........ ......p. 07601 xff00 0 0 0 0 0 f 0 0 0 0 1 0 0 2 0 0 8 0 0 0 0 e 0 0 0 0 0 0 0 0 0 0 ........ ........ 07602 xff00 0 0 0 0 0 2 0 0 8 0 0 0 f e f 7 0 2 0 0 0 0 0 0 d 1 0 0 f f d f ........ ........ 07603 xff00 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 8 6 0 0 0 0 0 0 0 0 0 0 0 0 ........ ........ 07600 c000 xff00 8000 ETR00 00 NE x, x 07600 f0 xff04 f1 ICDOD[C] N WR EX 07600 00 xff06 00 AD[A] A D EX, L 07600 f xff08 f D 0f B xf 07600 e xff09 e OTD,A U X L 07600 f xff0a f D 0f B xf 07600 e xff0b e OTD,A U X L 07600 070 xff0c 800 O [A+x] D R EX00, H 07600 00 xff0f 08 AD[A] C D EX, L 07601 00 xff01 00 AD[A] A D EX, L 07601 00 xff03 00 AD[A] A D EX, L I [8: dlupls =!yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmdlup- 18 n 1] ldm_it pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve ldm p 84 I [9: dlupls n 1] ldm_it127.0.0.1:8888/ba57c8ab-a007-4bff-a15f-b95809b912b3/print 4/6
  5. 5. 3/6/13 IPython Notebook Ot1] [Vltl SsesVltlt Faeok23apa, u[9: oaie ytm oaiiy rmwr ._lh rcs()Nm PoesV ae Mdl Bs Mdl Nm oue ae oue ae Rsl eut, --------------- ---------------- --- ----- ---------- ----- ---------- ---, x0100IXLR.X 08fb2 EPOEEE 000000ixlr.x x0400 epoeee O:mdl.841700400.l K oue18.0e2.000dl, x0100IXLR.X 08fb2 EPOEEE 00c000ndldl x7900 tl.l O:mdl.8417007900.l K oue18.0e2.c000dl, x0100IXLR.X 08fb2 EPOEEE 007e00MAM2dl x7b00 SC3.l O:mdl.8417007b00.l K oue18.0e2.7e00dl, x0100IXLR.X 08fb2 EPOEEE 007400apepdl x7b00 pHl.l O:mdl.8417007b00.l K oue18.0e2.7400dl, x0100IXLR.X 08fb2 EPOEEE 006300WNRS.l x7c00 ITUTdl O:mdl.8417007c00.l K oue18.0e2.6300dl, x0100IXLR.X 08fb2 EPOEEE 007600SDCWdl x7700 HOV.l O:mdl.8417007700.l K oue18.0e2.7600dl, x0100IXLR.X 08fb2 EPOEEE 00a700uteedl x5d00 xhm.l O:mdl.8417005d00.l K oue18.0e2.a700dl, x0100IXLR.X 08fb2 EPOEEE 006800ruisdl x7e00 ttl.l O:mdl.8417007e00.l K oue18.0e2.6800dl, x0100IXLR.X 08fb2 EPOEEE 005800BOSU.l x7f00 RWEIdl O:mdl.8417007f00.l K oue18.0e2.5800dl, x0100IXLR.X 08fb2 EPOEEE 000000bosl.l x2000 rwecdl O:mdl.8417002000.l K oue18.0e2.0000dl, x0100IXLR.X 08fb2 EPOEEE 006c00UEEVdl x7900 SRN.l O:mdl.8417007900.l K oue18.0e2.6c00dl, x0100IXLR.X 08fb2 EPOEEE 007b00WNNTdl x7100 IIE.l O:mdl.8417007100.l K oue18.0e2.7b00dl, x0100IXLR.X 08fb2 EPOEEE 004f00mit.l x7600 smfdl O:mdl.8417007600.l K oue18.0e2.4f00dl, x0100IXLR.X 08fb2 EPOEEE 006c00rsdl.l x7f00 aahpdl O:mdl.8417007f00.l K oue18.0e2.6c00dl, x0100IXLR.X 08fb2 EPOEEE 007d00AVP3.l x7d00 DAI2dl O:mdl.8417007d00.l K oue18.0e2.7d00dl, x0100IXLR.X 08fb2 EPOEEE 006200DSP.l x7f00 NAIdl O:mdl.8417007f00.l K oue18.0e2.6200dl, x0100IXLR.X 08fb2 EPOEEE 006600WDP2dl x7f00 LA3.l O:mdl.8417007f00.l K oue18.0e2.6600dl, x0100IXLR.X 08fb2 EPOEEE 001900whci.l x7a00 stppdl O:mdl.8417007a00.l K oue18.0e2.1900dl, x0100IXLR.X 08fb2 EPOEEE 00e100pgitdl x5300 nfl.l O:mdl.8417005300.l K oue18.0e2.e100dl, x0100IXLR.X 08fb2 EPOEEE 007000VRINdl x7c00 ESO.l O:mdl.8417007c00.l K oue18.0e2.7000dl, x0100IXLR.X 08fb2 EPOEEE 002b00snaidl x7200 esp.l O:mdl.8417007200.l K oue18.0e2.2b00dl, x0100IXLR.X 08fb2 EPOEEE 006d00CBAQDL x7f00 LCT.L O:mdl.8417007f00.l K oue18.0e2.6d00dl, x0100IXLR.X 08fb2 EPOEEE 007600SLAIdl x7f00 HWP.l O:mdl.8417007f00.l K oue18.0e2.7600dl, x0100IXLR.X 08fb2 EPOEEE 004200MCFdl x7700 ST.l O:mdl.8417007700.l K oue18.0e2.4200dl, x0100IXLR.X 08fb2 EPOEEE 001500mwokdl x7a00 ssc.l O:mdl.8417007a00.l K oue18.0e2.1500dl, x0100IXLR.X 08fb2 EPOEEE 006000mhme.l x7200 stlddl O:mdl.8417007200.l K oue18.0e2.6000dl, x0100IXLR.X 08fb2 EPOEEE 00b600NTP3.l x5800 EAI2dl O:mdl.8417005800.l K oue18.0e2.b600dl, x0100IXLR.X 08fb2 EPOEEE 007700RCT.l x7e00 PR4dl O:mdl.8417007e00.l K oue18.0e2.7700dl, x0100IXLR.X 08fb2 EPOEEE 006800Igtldl x6800 mUi.l O:mdl.8417006800.l K oue18.0e2.6800dl, x0100IXLR.X 08fb2 EPOEEE 006500ipesdl x6e00 eer.l O:mdl.8417006e00.l K oue18.0e2.6500dl, x0100IXLR.X 08fb2 EPOEEE 006900rsa.l x7e00 amndl O:mdl.8417007e00.l K oue18.0e2.6900dl, x0100IXLR.X 08fb2 EPOEEE 001200sdccdl x0500 hol.l O:mdl.8417001200dl, K oue18.0e2.500.l x0100IXLR.X 08fb2 EPOEEE 001b00xs2e.l x0500 pprsdl O:mdl.8417001b00dl, K oue18.0e2.500.l x0100IXLR.X 08fb2 EPOEEE 001b00w23.l x7a00 s_2dl O:mdl.8417007a00.l K oue18.0e2.1b00dl, x0100IXLR.X 08fb2 EPOEEE 001d00wok2dl x7a00 sc3.l O:mdl.8417007a00.l K oue18.0e2.1d00dl, x0100IXLR.X 08fb2 EPOEEE 00df00WNTPdl x4400 IHT.l O:mdl.8417004400.l K oue18.0e2.df00dl, x0100IXLR.X 08fb2 EPOEEE 007e00oe2dl x7400 l3.l O:mdl.8417007400.l K oue18.0e2.7e00dl, x0100IXLR.X 08fb2 EPOEEE 007200STPP.l x7900 EUAIdl O:mdl.8417007900.l K oue18.0e2.7200dl, x0100IXLR.X 08fb2 EPOEEE 006400WNMdl x7b00 IM.l O:mdl.8417007b00.l K oue18.0e2.6400dl, x0100IXLR.X 08fb2 EPOEEE 003000WNPO.R x7000 ISOLDV O:mdl.8417007000.l K oue18.0e2.3000dl, x0100IXLR.X 08fb2 EPOEEE 007100GI2dl x7f00 D3.l O:mdl.8417007f00.l K oue18.0e2.7100dl, x0100IXLR.X 08fb2 EPOEEE 007200OEU3.l x7100 LAT2dl O:mdl.8417007100.l K oue18.0e2.7200dl, x0100IXLR.X 08fb2 EPOEEE 007400UE3.l x7d00 SR2dl O:mdl.8417007d00.l K oue18.0e2.7400dl, x0100IXLR.X 08fb2 EPOEEE 005900SSDL x7e00 X.L O:mdl.8417007e00.l K oue18.0e2.5900dl, x0100IXLR.X 08fb2 EPOEEE 006e00RSP3.L x7e00 AAI2DL O:mdl.8417007e00.l K oue18.0e2.6e00dl, x0100IXLR.X 08fb2 EPOEEE 006600ihpp.l x7d00 plaidl O:mdl.8417007d00.l K oue18.0e2.6600dl, x0100IXLR.X 08fb2 EPOEEE 004800mxl.l x7900 sm3dl O:mdl.8417007900.l K oue18.0e2.4800dl, x0100IXLR.X 08fb2 EPOEEE 006900IM2DL x7300 M3.L O:mdl.8417007300.l K oue18.0e2.6900dl, x0100IXLR.X 08fb2 EPOEEE 00cc00SEL2dl x7900 HL3.l O:mdl.8417007900.l K oue18.0e2.cc00dl, x0100IXLR.X 08fb2 EPOEEE 00c000kre3.l x7800 enl2dl O:mdl.8417007800.l K oue18.0e2.c000dl, x0100IXLR.X 08fb2 EPOEEE 007d00cmt3.l x7300 ocl2dl O:mdl.8417007300.l K oue18.0e2.7d00dl, x0100IXLR.X 08fb2 EPOEEE 005500jcitdl x7c00 srp.l O:mdl.8417007c00.l K oue18.0e2.5500dl, x0100IXLR.X 08fb2 EPOEEE 006000CCL.l x7600 SDLdl O:mdl.8417007600.l K oue18.0e2.6000dl, x0100IXLR.X 08fb2 EPOEEE 006b00hecgdl x6200 ntf.l O:mdl.8417006200.l K oue18.0e2.6b00dl, x0100IXLR.X 08fb2 EPOEEE 007100mvr.l x7c00 sctdl O:mdl.8417007c00.l K oue18.0e2.7100dl, x0100IXLR.X 08fb2 EPOEEE 005d00CYTIdl x7400 RPU.l O:mdl.8417007400.l K oue18.0e2.5d00dl, x0100IXLR.X 08fb2 EPOEEE 007200ccidl x7a00 su.l O:mdl.8417007a00.l K oue18.0e2.7200dl, x0100IXLR.X 08fb2 EPOEEE 00d300mhm.l x7c00 stldl O:mdl.8417007c00.l K oue18.0e2.d300dl, x0100IXLR.X 08fb2 EPOEEE 007d00mdmpdl x7b00 iia.l O:mdl.8417007b00.l K oue18.0e2.7d00dl, x0100IXLR.X 08fb2 EPOEEE 007500CMe.l x7000 ORsdl O:mdl.8417007000.l K oue18.0e2.7500dl, x0100IXLR.X 08fb2 EPOEEE 007600ulo.l x7200 rmndl O:mdl.8417007200.l K oue18.0e2.7600dl, x0100IXLR.X 08fb2 EPOEEE 006b00TP3.l x7e00 AI2dl O:mdl.8417007e00.l K oue18.0e2.6b00dl, x0100IXLR.X 08fb2 EPOEEE 007700mv_.l x7c00 s10dl O:mdl.8417007c00.l K oue18.0e2.7700dl, x0100IXLR.X 08fb2 EPOEEE 002200wmu.r x7d00 daddv O:mdl.8417007d00.l K oue18.0e2.2200dl, x0100IXLR.X 08fb2 EPOEEE 007800CYT2dl x7a00 RP3.l O:mdl.8417007a00.l K oue18.0e2.7800dl, x0100IXLR.X 08fb2 EPOEEE 006900IAEL.l x7c00 MGHPdl O:mdl.8417007c00.l K oue18.0e2.6900dl, x0100IXLR.X 08fb2 EPOEEE 001a00W2EPdl x7a00 SHL.l O:mdl.8417007a00.l K oue18.0e2.1a00dl, x0100IXLR.X 08fb2 EPOEEE 004c00ml3.l x7600 ss1dl O:mdl.8417007600.l K oue18.0e2.4c00dl, x0100IXLR.X 08fb2 EPOEEE 00d900cmt3.l x5000 ocl2dl O:mdl.8417005000.l K oue18.0e2.d900dl, x0100IXLR.X 08fb2 EPOEEE 007e00Scr2dl x7f00 eu3.l O:mdl.8417007f00.l K oue18.0e2.7e00dl, x0100IXLR.X 08fb2 EPOEEE 005f00magdl x7c00 ln.l O:mdl.8417007c00.l K oue18.0e2.5f00dl, x0100IXLR.X 08fb2 EPOEEE 007200MAN.l x7b00 SS1dl O:mdl.8417007b00.l K oue18.0e2.7200dl,127.0.0.1:8888/ba57c8ab-a007-4bff-a15f-b95809b912b3/print 5/6
  6. 6. 3/6/13 IPython Notebook x0100IXLR.X 08fb2 EPOEEE 002100mam2dv x7d00 sc3.r O:mdl.8417007d00.l K oue18.0e2.2100dl] I [0: !yhn/ets/oesc/oaiiyvlp - /otDstpmmslnbne.mmpoeeup-dm-i /otDstp n 2] pto pnetfrnisvltlt/o.y f ro/eko/e/ietakrve rcxdm -updr ro/eko Vltl SsesVltlt Faeok23apa oaie ytm oaiiy rmwr ._lh PoesV Iaeae Nm rcs() mgBs ae Rsl eut ----- ----- ---------- --- ----- ----- ---------- --- 08016 ----- Sse x1b60 ----- ytm Err PBa 00i pgd ro: E t x s ae 0f2b2 04500 ss.x xfa00 x8800 msee Err Iaeaedrs a 04500 i pgd ro: mgBsAdes t x8800 s ae 0f1ca 04600 crsee xfed0 xa800 ss.x O:eeual.0.x K xctbe68ee 0f1c7 00000 wnoo.x xfe98 x1000 ilgnee O:eeual.3.x K xctbe62ee 0f272 00000 srie.x xf400 x1000 evcsee O:eeual.7.x K xctbe66ee 0f252 00000 lasee xf500 x1000 ss.x O:eeual.8.x K xctbe68ee 0f283 00400 vatl.x xf120 x0000 mchpee Err emgc06 i ntavldDSsgaue ro: _ai 04 s o ai O intr. 08f8d 00000 scotee x0f88 x1000 vhs.x O:eeual.5.x K xctbe86ee 0f276 00000 scotee xf150 x1000 vhs.x O:eeual.3.x K xctbe96ee 08ff1 00000 scotee x0b90 x1000 vhs.x O:eeual.08ee K xctbe12.x 0f2d5 00000 scotee xf258 x1000 vhs.x O:eeual.08ee K xctbe18.x 0f238 00000 scotee xf0b0 x1000 vhs.x O:eeual.18ee K xctbe14.x 0f17a 00000 solvee xfdd0 x1000 pos.x O:eeual.42ee K xctbe13.x 0f182 00400 vtos.x xfbb8 x0000 moldee O:eeual.68ee K xctbe16.x 0f1d8 00400 VUgaeepr xffc8 x0000 MprdHle O:eeual.78ee K xctbe18.x 0f132 00400 TAtCnSce xf4b8 x0000 Puoonv. Err Iaeaedrs a 0400 i pgd ro: mgBsAdes t x000 s ae 0f2ae 00000 agee xf570 x1000 l.x O:eeual.1.x K xctbe26ee 0f341 00000 wctyee xf630 x1000 snf.x Err Iaeaedrs a 01000i pgd ro: mgBsAdes t x000 s ae 0f3bf 00400 TAtCnete xf858 x0000 Puoonc. O:eeual.04ee K xctbe18.x 0f36d 00000 epoe.x xf850 x1000 xlrree O:eeual.74ee K xctbe12.x 0f36e 00400 VwrTa.x xf678 x0000 Maeryee O:eeual.3.x K xctbe42ee 0f348 00400 VwrUe.x xf790 x0000 Maesree O:eeual.5.x K xctbe42ee 08f48 00400 wactee x0958 x0000 uul.x O:eeual.6.x K xctbe48ee 08fb2 00400 IXLR.X x0100 x0000 EPOEEE O:eeual.84ee K xctbe18.x 0f35c ----- cdee xf860 ----- m.x Err PBa 07ff0 i pgd ro: E t xfd00 s ae127.0.0.1:8888/ba57c8ab-a007-4bff-a15f-b95809b912b3/print 6/6

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