Linear SVM-Based Android Malware Detection for Reliable IoT Services

Table 3

Features of malware to be analyzed.

Malware category	Malware Name	Features
Trojan	Zitmo	Disguises as an Android security application
	DroidKungFu	Leaks personal information
	Opfake	Disguises as a game application (performance degradation)
	FakeInst	Disguises as a game application (performance degradation)
	Goldream	Disguises as a game/animation application
	LightDD	Disguise as an adult application
Spyware	Geimini	Carries out a backdoor function
	Adrd.AQ	Carries out a backdoor function
	Snake	Disguises as a game to leak information
	Pjapps	Adds malicious functions to a normal app.
Root permission acquisition (exploit)	Rootor.BT	Makes terminal rooting (security dismantling)
	Basebridge	Acquires root permissions and then communicates with an external server
Installer (dropper)	SMSHider	Guides to install malware through SMS
	Anserver	Downloads other malware