Research Article

TinyDroid: A Lightweight and Efficient Model for Android Malware Detection and Classification

Table 11

False-positive rates of TinyDroid and antivirus scanners.

Num.TinyDroidAviraDr.WebAVGKasperskyESETGDATARisingMSEAvast

2000 samples5.0%0.5%0.5%0%0%0%0.5%0.5%0%0%
4000 samples1.4%1.6%0.9%0%0%0%0%1.2%0%0%