PICAndro: Packet InspeCtion-Based Android Malware Detection

Table 2

Description of dataset.

Classification type	Class/category	# APKs	Avg. APK size (bytes)	# Sessions	Avg. # packets per session	# Flows	Avg. # packets per flow
5 class	Adware	1383	196046	23566	16.65	46435	8.47
	Banking	2206	79575	30066	11.22	54000	6.27
	Benign	2155	467907	41145	33.75	81149	17.13
	Riskware	3299	173814	114150	10.46	201570	6.04
	SMS	4013	54275	10559	25.08	20763	12.76
2 class	Benign	2155	467907	41145	33.75	81149	17.13
	Malware	10901	113567	178341	12.28	322768	6.86