Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection.
Lan ZhangPeng LiuYoon-Ho ChoiPublished in: CoRR (2020)
Keyphrases
- malware detection
- neural network
- reinforcement learning
- malicious executables
- anti virus
- anomaly detection
- graph model
- pattern recognition
- function approximators
- function approximation
- artificial neural networks
- state space
- markov decision processes
- attack graph
- weighted graph
- structured data
- semantic web
- application programming interface
- countermeasures
- temporal difference
- data mining
- information systems
- learning algorithm