Designing of on line intrusion detection system using rough set theory and Q-learning algorithm.
Nandita SenguptaJaydeep SenJaya SilMoumita SahaPublished in: Neurocomputing (2013)
Keyphrases
- rough set theory
- intrusion detection system
- learning algorithm
- intrusion detection
- rough sets
- network security
- attribute reduction
- distributed intrusion detection
- anomaly detection
- decision table
- network traffic
- network intrusion detection
- granular computing
- decision rules
- knowledge reduction
- data analysis
- equivalence relation
- active learning
- rough fuzzy
- training data
- reinforcement learning
- knowledge discovery
- computer systems
- machine learning
- concept lattice
- rule extraction
- data mining
- attribute set
- information entropy
- data mining techniques
- discernibility matrix
- tool for data mining
- decision making
- object recognition
- normal behavior
- data reduction
- data points
- information systems