Semantics-Preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection.
Lan ZhangPeng LiuYoon-Ho ChoiPing ChenPublished in: IEEE Trans. Dependable Secur. Comput. (2023)
Keyphrases
- malware detection
- neural network
- reinforcement learning
- malicious executables
- anomaly detection
- attack graph
- anti virus
- graph properties
- application programming interface
- abstract argumentation
- graphical representation
- pattern recognition
- function approximation
- artificial neural networks
- function approximators
- learning classifier systems
- information systems
- structured data
- state space
- image segmentation
- radial basis function
- relational structures
- markov decision processes
- xml documents
- high dimensional
- web services