Android Malware Detection using Machine Learning by ElMouatez Billah Karbab & Mourad Debbabi & Abdelouahid Derhab & Djedjiga Mouheb

Author:ElMouatez Billah Karbab & Mourad Debbabi & Abdelouahid Derhab & Djedjiga Mouheb
Language: eng
Format: epub
ISBN: 9783030746643
Publisher: Springer International Publishing

Precision

/

66.76k

66.76k

0.0%/0.0%

63.03%/92.0%

63.03%/92.0%

Mixed

Recall

44.18k

66.76k

110.94k

5.52%/100.0%

18.7%/100.0%

13.45%/100.0%

Precision

44.18k

66.76k

110.94k

47.63%/100.0%

63.19%/91.0%

56.99%/94.0%

Table 4.9Number of detected/pure communities details

Evaluation setup

Dataset size

#Communities/#Pure

Dataset

Scenario

Settings

#Benign

#Malware

#Total

Benign

Malware

Overall

Malgenome

Malware

Recall

/

1.23k

1.23k

/

15/15

15/15

Precision

/

1.23k

1.23k

/

35/31

35/31

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