A Novel Deep Learning Based Attention Mechanism for Android Malware Detection and Explanation

Keyphrases

• Android Application 20%
• Android Malware Analysis 20%
• Android Malware Detection 100%
• Android Mobile Device 20%
• Attack Target 20%
• Attention Mechanism 100%
• Attention Weight 20%
• Classification Basis 20%
• Classification Model 40%
• Convolutional Neural Network 20%
• Convolutional Neural Network Model 20%
• Deep Learning Methods 100%
• Hackers 20%
• Hidden States 20%
• Image Markup 20%
• Machine Translation 20%
• Malware 20%
• Malware Detection 20%
• Malware Family Classification 20%
• Model Interpretation 20%
• Occlusion Sensitivity 20%
• Opcode 20%
• Sensitivity Method 20%
• Static Features 20%
• Threatening Behaviour 20%

Computer Science

• And-States 20%
• Android 20%
• Android Application 20%
• Android Malware 100%
• Attention (Machine Learning) 100%
• Classification Models 40%
• Convolutional Neural Network 40%
• Deep Learning Method 100%
• Deep Learning Technique 20%
• Experimental Result 40%
• Machine Translation 20%
• Malware 20%
• Malware Analysis 20%
• Malware Detection 100%
• Malware Family 20%
• Mobile Device 20%
• Neural Network Model 20%
• Related Application 20%