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Table 2 Application samples and features

From: Android malware category detection using a novel feature vector-based machine learning model

 

S1

S2

S3

S4

…

Sn-1

Sn

 

_arm_nr_cacheflush

_arm_nr_set_tls

_llseek

_newselect

…

ugetrlimit

umask

A1

0.0

14.0

6.0

0.0

…

0.0

0.0

A2

1590.0

42.0

6.0

0.0

…

2.0

0.0

A3

0.0

23.0

6.0

0.0

…

0.0

0.0

A4

0.0

27.0

6.0

0.0

…

0.0

0.0

…

……

……

…

 

…

……

….

Am

0.0

47.0

204.0

 

…

1.0

0.0