AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning.
Vasudev GohilSatwik PatnaikDileep KalathilJeyavijayan RajendranPublished in: USENIX Security Symposium (2024)
Keyphrases
- reinforcement learning
- random number generator
- access control
- function approximation
- information security
- real time
- trusted computing
- security issues
- reinforcement learning algorithms
- low cost
- hardware and software
- network security
- engineering design
- protection scheme
- security threats
- security problems
- massively parallel
- vlsi implementation
- security systems
- security requirements
- security policies
- security mechanisms
- key management
- computer security
- model free
- embedded systems
- intrusion detection
- learning algorithm
- security protocols
- statistical databases
- computer systems