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

<div>Evaluation of the selected features. (a) Ex1: bigrams vs. unigrams of APIs. (b) Ex2: bigrams with vs. without contexts. (c) Ex3: permissions in different cases. (d) Ex4: with vs. without broadcast events.</div>

Mathematical Problems in Engineering

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Figure 8

Figure 8: A Graph-Based Feature Generation Approach in Android Malware Detection with Machine Learning Techniques 