Binary Black-Box Attacks against Static Malware Detectors with Reinforcement Learning in Discrete Action Spaces

Computer Science

• Malware 100%
• Reinforcement Learning 100%
• Black-Box Attack 100%
• Malware Detector 100%
• Machine Learning 20%
• Deep Learning 10%
• Action Sequence 10%
• Dynamic Malware Analysis 10%

Keyphrases

• Adversarial Malware Examples 100%
• Example Generation 71%
• Malware Variants 14%
• Additive Modification 14%