Linear SVM-Based Android Malware Detection for Reliable IoT Services

Table 2

Selected features for malware detection.

Resource type	Resource feature
Network	RxBytes, TxBytes, RxPacket, TxPacket
Telephone	Send/receive call
SMS Message	Send/receive SMS
CPU	CPU usage
Battery	Level, temperature, voltage
Process	Process ID, process name, running process, context switches
Memory	Native	Total size, shared size, allocated size, physical page, virtual set size, free size, heap size, dirty page
	Dalvik	Total size, shared size, allocated size, physical page, virtual set size, free size, heap size, dirty page