FGL_Droid: An Efficient Android Malware Detection Method Based on Hybrid Analysis

Table 8

The performance comparison with other proposed systems.

Approach	ACC	Precision	Recall	F1
Mohammed K. Alzaylaee [17]	0.950	0.941	0.978	0.959
Jagsir Singh [22]	0.855	0.769	0.949	0.849
Zhenlong Yuan [5]	0.966	0.966	0.966	0.966
Xi Xiao [9]	0.923	0.939	0.905	0.922
Bojan Kolosnjaji [12]	0.894	0.856	0.894	—
Rakshit Agrawal [6]	0.954	0.963	0.951	—
Ours	0.975	0.979	0.976	0.978