PaySim Financial Simulator: PaySim Financial Simulator

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Thesis Master's Computer Security| ISRN: BTH-AMT-EX--2016/CIM-01--SE

Handledare: Edgar Lopez, BTH

PaySim Financial Simulator

Ahmed Elmir

Blekinge Tekniska Högskola, Karlskrona, 2016

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Error =

^Original_Original^−Synthetic

AverageError =

CumulativeErrorRate T otalN umberIndicators

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0 100 200 300 400 500 600 700

01000025000

CASH_IN

STEP

COUNT

STEP

COUNT

STEP

COUNT

Orig 11781 75226

0 100 200 300 400 500 600 700

0.0e+001.5e+09

STEP

SUM

STEP

SUM

STEP

SUM

Orig 11781 75226

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0 100 200 300 400 500 600 700

02000050000

CASH_OUT

STEP

COUNT

STEP

COUNT

STEP

COUNT

Orig 11781 75226

0 100 200 300 400 500 600 700

0e+002e+094e+09

STEP

SUM

STEP

SUM

STEP

SUM

Orig 11781 75226

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0 100 200 300 400 500 600 700

05001500

DEBIT

STEP

COUNT

STEP

COUNT

STEP

COUNT

Orig 11781 75226

0 100 200 300 400 500 600 700

0e+004e+068e+06

STEP

SUM

STEP

SUM

STEP

SUM

Orig 11781 75226

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0 100 200 300 400 500 600 700

02000040000

PAYMENT

STEP

COUNT

STEP

COUNT

STEP

COUNT

Orig 11781 75226

0 100 200 300 400 500 600 700

0e+004e+078e+07

STEP

SUM

STEP

SUM

STEP

SUM

Orig 11781 75226

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0 100 200 300 400 500 600 700

040008000

TRANSFER

STEP

COUNT

STEP

COUNT

STEP

COUNT

Orig 11781 75226

0 100 200 300 400 500 600 700

0e+002e+094e+09

STEP

SUM

STEP

SUM

STEP

SUM

Orig 11781 75226

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2 4 6 8 10

0.00.10.20.3

CASH_IN

TYPE

FREQ

TYPE

FREQ

Orig 1781_

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2 4 6 8

0.00.10.20.30.40.5

CASH_OUT

TYPE

FREQ

TYPE

FREQ

Orig 1781_

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1 2 3 4 5 6 7 8

0.00.10.20.30.40.50.6

DEBIT

TYPE

FREQ

TYPE

FREQ

Orig 1781_

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1 2 3 4 5 6 7 8

0.000.050.100.150.200.250.30

PAYMENT

TYPE

FREQ

TYPE

FREQ

Orig 1781_

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2 4 6 8 10

0.00.10.20.30.40.5

TRANSFER

TYPE

FREQ

TYPE

FREQ

Orig 1781_

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−

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−

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−

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−

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−

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−

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Blekinge Tekniska Högskola, Campus Gräsvik, 371 79 Karlskrona