Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach

Computer Science

• Obfuscation 100%
• Deep Learning 100%
• Malware 100%
• Malware Detector 100%
• Learning Approach 100%
• Deep Reinforcement Learning 100%
• Open Source 33%
• Malware Detection 33%
• Learning Framework 33%
• Reinforcement Learning 33%
• Executable File 33%
• Reinforcement Learning-Based Method 33%
• Detection Engine 33%
• Modification Method 33%
• File Obfuscation 33%
• Encryption Tool 33%

Keyphrases

• Obfuscation 100%
• Deep Learning Methods 100%
• Malware Detection 100%
• Reinforcement Learning Approach 100%
• Deep Reinforcement Learning (deep RL) 100%
• Adversarial Malware Examples 66%
• Evade 33%
• Reinforcement Learning 33%
• Learning-based 33%
• Modification Methods 33%
• Malware 33%
• Encryption 33%
• Executable File 33%
• Reinforcement Learning Framework 33%
• Detection Engine 33%
• Cyberdefense 33%
• Malware Generation 33%