A Graph-Based Feature Generation Approach in Android Malware Detection with Machine Learning Techniques

Table 10

The design of the comparison experiments.

Experiments	APIs	Permissions	Broadcast events
Ex1	Bigrams of APIs	Fixed	Fixed
	Unigrams of API
Ex2	Bigrams with contexts	Fixed	Fixed
	Bigrams without contexts
Ex3	Fixed	Permissions with contexts	Fixed
		Permissions without contexts
		Permissions in manifest.xml
Ex4	Fixed	Fixed	With broadcast events
			Without broadcast events