A novel intrusion detection system based on hierarchical clustering and support vector machines.
Shi-Jinn HorngMing-Yang SuYuan-Hsin ChenTzong-Wann KaoRong-Jian ChenJui-Lin LaiCitra Dwi PerkasaPublished in: Expert Syst. Appl. (2011)
Keyphrases
- hierarchical clustering
- intrusion detection system
- support vector
- intrusion detection
- network security
- computer networks
- distributed intrusion detection
- network traffic
- anomaly detection
- network intrusion detection
- clustering method
- computer systems
- incremental clustering
- clustering algorithm
- single linkage
- partitional clustering
- hierarchical clustering algorithm
- model based clustering
- feature selection
- normal behavior
- attack detection
- alert correlation
- hierarchical clustering algorithms
- data mining techniques
- misuse detection
- data mining
- image segmentation
- information security
- single link
- collaborative filtering
- hierarchical clustering methods