Reinforcement Learning for Hardware Security: Opportunities, Developments, and Challenges.
Satwik PatnaikVasudev GohilHao GuoJeyavijayan (JV) RajendranPublished in: ISOCC (2022)
Keyphrases
- reinforcement learning
- security problems
- security issues
- advanced technologies
- emerging technologies
- low cost
- security concerns
- security requirements
- lessons learned
- security and privacy issues
- hardware and software
- function approximation
- network security
- intrusion detection
- key issues
- information security
- random number generator
- security policies
- learning algorithm
- artificial intelligence
- hardware implementation
- trusted computing
- reinforcement learning algorithms
- real time
- hardware architecture
- access control
- computer systems
- markov decision processes
- protection scheme
- rfid tags
- massively parallel
- paradigm shift
- security mechanisms
- temporal difference
- multi agent
- security analysis
- cyber security
- computer security
- security level
- key management
- security threats
- statistical databases
- real world
- optimal policy
- model free
- windows xp