An Investigation on Fragility of Machine Learning Classifiers in Android Malware Detection

Computer Science

• Machine Learning 100%
• Android Malware 100%
• Malware Detection 100%
• Generative Adversarial Networks 40%
• Adversarial Machine Learning 40%
• Experimental Result 20%
• Static Program Analysis 20%
• Attackers 20%
• Detection Accuracy 20%
• Android Application 20%
• Linear Classifier 20%

Keyphrases

• Mimicry Attacks 25%
• Adversarial Data 25%