Inductive Intrusion Detection in Flow-Based Network Data Using One-Class Support Vector Machines.
Philipp WinterEckehard HermannMarkus ZeilingerPublished in: NTMS (2011)
Keyphrases
- intrusion detection
- one class support vector machines
- anomaly detection
- intrusion detection system
- network traffic
- network intrusion detection
- network security
- detecting anomalous
- computer security
- high detection rate
- artificial immune
- information security
- unsupervised learning
- alert correlation
- network intrusion
- cyber security
- false positives and false negatives
- network intrusion detection systems
- pattern recognition
- information retrieval
- machine learning
- outlier mining
- data mining
- databases
- data sets