A Deep Reinforcement Learning Approach to Edge-based IDS Packets Sampling.
Guowen WuZhenwei LiYizhou ShenHong ZhangShigen ShenShui YuPublished in: DSIT (2022)
Keyphrases
- reinforcement learning
- markov decision processes
- intrusion detection system
- random sampling
- function approximation
- state space
- intrusion detection
- sample size
- priority assignment
- sampled data
- reinforcement learning algorithms
- optimal control
- learning algorithm
- optimal policy
- temporal difference
- sampling algorithm
- partially observable
- deep learning
- buffer size
- data mining
- anomaly detection
- dynamic programming
- packet loss
- learning classifier systems
- machine learning