A method for partial-memory incremental learning and its application to computer intrusion detection.
Marcus A. MaloofRyszard S. MichalskiPublished in: ICTAI (1995)
Keyphrases
- intrusion detection
- incremental learning
- anomaly detection
- network security
- pairwise
- active learning
- network traffic
- intrusion detection system
- data mining techniques
- network intrusion detection
- machine learning
- data processing
- classification accuracy
- learning process
- high dimensional
- similarity measure
- information systems