[Retracted] Anticoncept Drift Method for Malware Detector Based on Generative Adversarial Network

Table 5

Comparison of our method with MaMaDroid, distillation method, and integrated SVM method in precision, recall, and F1-score value.

Method	Precision, recall, F1-score
	<2011			2012			2013			2014			2015
ACGAN-GRU	0.981	0.978	0.979	0.948	0.953	0.950	0.891	0.897	0.893	0.839	0.843	0.841	0.808	0.817	0.812
MaMaDroid	0.979	0.976	0.977	0.937	0.934	0.935	0.856	0.851	0.853	0.821	0.818	0.819	0.792	0.789	0.791
Distillation	0.980	0.978	0.979	0.939	0.940	0.940	0.861	0.862	0.862	0.803	0.798	0.8	0.776	0.769	0.772
Ensemble SVM	0.976	0.981	0.978	0.922	0.924	0.923	0.828	0.839	0.833	0.749	0.753	0.751	0.711	0.718	0.714