Data Mining-based Intrusion Detectors: An Overview of the Columbia IDS Project.
Salvatore J. StolfoWenke LeePhilip K. ChanWei FanEleazar EskinPublished in: SIGMOD Rec. (2001)
Keyphrases
- intrusion detection
- intrusion detection system
- data mining
- anomaly detection
- data mining techniques
- network security
- current status
- network traffic
- computer networks
- network intrusion detection
- future trends
- knowledge discovery
- association rule mining
- case study
- alert correlation
- data mining algorithms
- misuse detection
- business intelligence
- outlier detection
- machine learning
- negative selection algorithm
- association rules
- object detection
- network intrusions
- real world
- pattern mining
- decision support
- business applications
- fraud detection
- knowledge discovery in databases
- data mining tools
- previously unknown
- web intelligence
- cluster analysis
- attack detection
- network intrusion
- data collection
- text mining
- data warehouse