Transferable Cost-Aware Security Policy Implementation for Malware Detection Using Deep Reinforcement Learning

Keyphrases

• Malware Detection 100%
• Deep Reinforcement Learning (deep RL) 100%
• Security Policy Implementation 100%
• Cost-aware 100%
• Security Policy 66%
• Present Challenges 33%
• Computationally Expensive 33%
• Efficiency Improvement 33%
• Computing Resources 33%
• Detection Rate 33%
• Malware 33%
• Processing Time 33%
• High Detection Rate 33%
• Gatekeepers 33%
• Detection Threshold 33%
• Reinforcement Learning 33%
• Detector Performance 33%
• Learning-based 33%
• Different Datasets 33%
• Processing Cost 33%
• F1 Score 33%
• Accuracy Score 33%
• Portable Executable 33%
• Android Application 33%
• Cloud Resources 33%
• Application Package 33%

Computer Science

• Malware Detection 100%
• Deep Reinforcement Learning 100%
• Security Policy 100%
• Detection Rate 66%
• Malware 33%
• Processing Time 33%
• Computing Resource 33%
• Detection Threshold 33%
• Android Application 33%
• Processing Cost 33%
• Application Package 33%
• Reinforcement Learning-Based Method 33%