Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach.
Brian EtterJames Lee HuMohammadreza EbrahimiWeifeng LiXin LiHsinchun ChenPublished in: ICDM (Workshops) (2023)
Keyphrases
- deep learning
- reinforcement learning
- malware detection
- reverse engineering
- control flow
- machine learning
- unsupervised feature learning
- unsupervised learning
- static analysis
- deep architectures
- object detection
- deep belief networks
- restricted boltzmann machine
- dynamic analysis
- anti virus
- state space
- mental models
- data sets
- anomaly detection
- learning algorithm
- high dimensional
- computer security
- multi class
- higher order