AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning.
Vasudev GohilSatwik PatnaikDileep KalathilJeyavijayan RajendranPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- random number generator
- low cost
- information security
- real time
- hardware and software
- function approximation
- access control
- markov decision processes
- security requirements
- security systems
- hardware implementation
- engineering design
- model free
- security issues
- security policies
- security level
- trusted computing
- neural network
- embedded systems
- network security
- learning algorithm
- optimal policy
- computing systems
- network management
- intrusion detection
- computer systems
- state space
- artificial intelligence
- image processing
- data encryption
- protection scheme
- machine learning
- security protocols
- computer security
- key management
- reinforcement learning algorithms
- massively parallel
- statistical databases