Using Generative Adversarial Networks for Data Augmentation in Android Malware Detection

Keyphrases

• Data Augmentation 100%
• Generative Adversarial Networks 100%
• Android Malware Detection 100%
• Recognition Accuracy 20%
• Malware 20%
• F1 Score 20%
• Classification Accuracy 20%
• Traditional Techniques 20%
• Image Data 20%
• Different Datasets 20%
• Classification Model 20%
• Training Process 20%
• Small Size Sample 20%
• Score Accuracy 20%
• Image Expression 20%
• Malicious Family 20%
• Mobile Malware Detection 20%
• Sample Imbalance 20%

Computer Science

• Data Augmentation 100%
• Generative Adversarial Networks 100%
• Malware Detection 100%
• Android Malware 100%
• Experimental Result 20%
• Recognition Accuracy 20%
• Malware 20%
• Classification Models 20%
• Training Process 20%
• Mobile Malware 20%
• Sufficient Data 20%