Skip to main content

Table 10 Classification performance for 643 malware and 8840 benign samples

From: Detecting and classifying method based on similarity matching of Android malware behavior with profile

Category

Method 1

Method 2

Crowdroid

FPs

FNs

FPs

FNs

FPs

FNs

Malware

 AdWo

0

0

0

0

229

397

 AirPush

17

0

17

0

0

60

 Boxer

0

0

0

0

0

42

 FakeBattScar

0

0

0

0

2

0

 GinMaster

0

0

0

0

0

96

Benign

0

225

0

225

589

461

Average

2.83

37.50

2.83

37.50

136.67

176

  1. FPs and FNs refer to false positives and false negatives