Enhancing Intrusion Detection Systems with Reinforcement Learning: A Comprehensive Survey of RL-based Approaches and Techniques.
Faten LouatiFarah Barika KtataIkram AmousPublished in: SN Comput. Sci. (2024)
Keyphrases
- reinforcement learning
- intrusion detection system
- intrusion detection
- anomaly detection
- network security
- computer networks
- state space
- network intrusion detection
- optimal policy
- learning algorithm
- computer security
- reinforcement learning algorithms
- data mining techniques
- computer systems
- function approximation
- model free
- rl algorithms
- network traffic
- intrusion prevention
- markov decision processes
- training data
- reward function
- feature selection
- information systems
- data mining
- cyber security
- alert correlation