Automatic Detection of Android Malware via Hybrid Graph Neural Network

Table 1

Dataset overview.

Dataset		Period	Download	Task	Available	Total available
DB		2010-2012	Malicious: 1,000	Binary classification (AZ and DB)	Benign: 11,765; Malicious: 11,820	23,585
AZ	AppChina Genome	2010-2019	Malicious: 15,000
	GP		Benign: 16000
CICMD		2017-2018	15000	Multiclassification (CICMD)	1,685 (benign); 1,221 (adware); 2,008 (banking); 3,822 (SMS); 2,416 (riskware)	11,152