Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach.
Brian EtterJames Lee HuMohammadreza EbrahimiWeifeng LiXin LiHsinchun ChenPublished in: ICDM (2023)
Keyphrases
- deep learning
- reinforcement learning
- malware detection
- reverse engineering
- control flow
- unsupervised learning
- unsupervised feature learning
- machine learning
- static analysis
- deep architectures
- object detection
- deep belief networks
- mental models
- weakly supervised
- restricted boltzmann machine
- learning algorithm
- dynamic analysis
- anomaly detection
- decision making
- state space
- image segmentation
- multiscale
- learning process
- supervised learning
- data mining