Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach.
Brian EtterJames Lee HuMohammedreza EbrahimiWeifeng LiXin LiHsinchun ChenPublished in: CoRR (2024)
Keyphrases
- deep learning
- reinforcement learning
- malware detection
- reverse engineering
- control flow
- machine learning
- static analysis
- unsupervised learning
- unsupervised feature learning
- deep architectures
- dynamic analysis
- anomaly detection
- object detection
- mental models
- weakly supervised
- anti virus
- supervised learning
- restricted boltzmann machine
- state space
- learning process
- object recognition
- deep belief networks