RL-MAGE: Strengthening Malware Detectors Against Smart Adversaries.
Adarsh NandanwarHemant RathoreSanjay K. SahayMohit SewakPublished in: ICCS (2) (2023)
Keyphrases
- reinforcement learning
- object detection
- reverse engineering
- malware detection
- transfer learning
- model free
- malicious code
- learning agents
- dynamic analysis
- static analysis
- feature detectors
- function approximation
- markov decision processes
- smart grid
- detect malicious
- decision making
- action space
- optimal control
- interest point detectors
- active learning
- negative selection algorithm