Reinforcement Learning for Hardware Security: Opportunities, Developments, and Challenges.
Satwik PatnaikVasudev GohilHao GuoJeyavijayan RajendranPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- security problems
- security issues
- security concerns
- advanced technologies
- lessons learned
- low cost
- random number generator
- information security
- hardware and software
- emerging technologies
- trusted computing
- network security
- real world
- security policies
- function approximation
- access control
- embedded systems
- intrusion detection
- computing systems
- security threats
- artificial intelligence
- security and privacy issues
- security mechanisms
- security requirements
- paradigm shift
- mobile handheld devices
- model free
- optimal policy
- state space
- image processing
- sensitive data
- computer security
- hardware implementation
- data acquisition
- application level
- security level
- markov decision processes
- learning process
- multi agent
- learning algorithm
- real time