Using Rough Set and Support Vector Machine for Network Intrusion Detection
Rung Ching ChenKai-Fan ChengChia-Fen HsiehPublished in: CoRR (2010)
Keyphrases
- network intrusion detection
- rough sets
- support vector machine
- rough set theory
- intrusion detection
- anomaly detection
- fuzzy sets
- fraud detection
- data mining
- attribute reduction
- decision rules
- multi class
- support vector
- intrusion detection system
- feature vectors
- information entropy
- training data
- rough sets theory
- continuous valued attributes
- network traffic
- set pair analysis
- dominance relation
- machine learning
- cost sensitive
- training set
- pattern recognition
- attribute set
- knn
- data analysis
- feature selection
- tool for data mining
- computer networks
- decision table
- k nearest neighbor
- attribute reduction algorithm