A new intrusion detection system using support vector machines and hierarchical clustering.
Latifur KhanMamoun AwadBhavani M. ThuraisinghamPublished in: VLDB J. (2007)
Keyphrases
- hierarchical clustering
- intrusion detection system
- intrusion detection
- network security
- anomaly detection
- computer networks
- distributed intrusion detection
- network traffic
- network intrusion detection
- clustering method
- computer systems
- clustering algorithm
- model based clustering
- attack detection
- k means
- single linkage
- partitional clustering
- unauthorized access
- incremental clustering
- data sets
- data mining techniques
- hierarchical clustering algorithms
- alert correlation
- single link
- hierarchical clustering algorithm
- data mining
- information retrieval
- network attacks
- information security
- high dimensional
- misuse detection
- data points