A Performance Evaluation of Deep Reinforcement Learning for Model-Based Intrusion Response.
Stefano IannucciOvidiu Daniel BarbaValeria CardelliniIoana BanicescuPublished in: FAS*W@SASO/ICAC (2019)
Keyphrases
- reinforcement learning
- model free
- intrusion detection
- function approximation
- intrusion detection system
- learning algorithm
- reinforcement learning algorithms
- data mining
- temporal difference
- dynamic programming
- real time
- robotic control
- anomaly detection
- supervised learning
- association rules
- data driven
- multi agent
- website
- optimal policy
- markov decision processes
- information systems
- network security
- genetic algorithm
- information retrieval
- machine learning
- data sets
- fully unsupervised
- temporal difference learning
- malicious users
- database