A comparative study of use of Shannon, Rényi and Tsallis entropy for attribute selecting in network intrusion detection.
Christiane Ferreira Lemos LimaFrancisco Marcos de AssisCleonilson Protásio de SouzaPublished in: M&N (2011)
Keyphrases
- network intrusion detection
- shannon entropy
- intrusion detection
- anomaly detection
- network intrusion
- information theory
- intrusion detection system
- network anomaly detection
- network traffic
- artificial immune
- fraud detection
- network traffic data
- attribute values
- data mining
- network security
- computer networks
- mutual information
- database
- information theoretic
- social network analysis
- text categorization
- classification accuracy
- data analysis
- feature extraction
- network attacks
- image segmentation
- network intrusions