Android Malware Detection Based on a Hybrid Deep Learning Model

Table 5

Detection effects of different algorithms.

	Benign samples		Malware samples		Accuracy
	Precision	Recall	Precision	Recall
SVM	92.74	88.91	88.38	92.38	90.57
KNN	83.83	85.65	83.90	81.90	83.86
Naïve Bayes	86.54	78.26	78.45	86.67	82.27
DBN	95.98	93.49	93.06	95.71	94.55
GRU	93.78	91.74	91.16	93.33	92.50
DBN-GRU	97.79	96.09	95.79	97.62	96.82