Deep Reinforcement Learning for FlipIt Security Game.
Laura GreigePeter ChinPublished in: COMPLEX NETWORKS (2021)
Keyphrases
- reinforcement learning
- information security
- game theory
- function approximation
- video games
- security issues
- access control
- game playing
- game theoretic
- nash equilibrium
- computer games
- security policies
- statistical databases
- virtual world
- temporal difference learning
- security requirements
- computer security
- game design
- monte carlo tree search
- learning algorithm
- intrusion detection
- state space
- multi agent
- neural network
- educational games
- network security
- smart card
- markov decision processes
- transfer learning
- key management
- learning process
- imperfect information
- perfect information