Cyber threat response using reinforcement learning in graph-based attack simulations.
Jakob NybergPontus JohnsonAndrás MéhesPublished in: NOMS (2022)
Keyphrases
- reinforcement learning
- countermeasures
- cyber crime
- cyber attacks
- state space
- function approximation
- learning algorithm
- information security
- reinforcement learning algorithms
- semi supervised
- model free
- simulation environment
- markov decision processes
- dynamic programming
- graph model
- multi agent reinforcement learning
- cyber defense
- temporal difference
- neural network
- numerical simulations
- cyber security
- action selection
- simulation study
- mobile robot
- power analysis
- multi agent
- robotic control
- machine learning