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Table 4 Number of true positives and false positives of domain adaptation modelk

From: Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection

Source

Target

TP

FP

 

Baseline

Ours

Baseline

Ours

vsftpd

nginx

3329

3324

60

57

vsftpd

httpd

3157

3222

34

40

vsftpd

proftpd

3351

3138

85

52

proftpd

nginx

3435

3391

26

23

proftpd

httpd

3417

3365

20

22

proftpd

vsftpd

3154

3269

47

15

Total

19,843

19,709

272

209