TinyDroid: A Lightweight and Efficient Model for Android Malware Detection and Classification
Table 10
Detection rates of TinyDroid and antivirus scanners.
Num.
TinyDroid
Avira
Dr.Web
AVG
Kaspersky
ESET
GDATA
Rising
MSE
Avast
2000 samples
95.3%
100.0%
97.0%
94.0%
91.5%
91.0%
66.0%
49.5%
15.5%
11.0%
4000 samples
98.6%
99.1%
92.7%
92.3%
78.7%
90.0%
42.9%
45.0%
7.5%
10.2%
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