Mining Common Outliers for Intrusion Detection.
Goverdhan SinghFlorent MassegliaCéline FiotAlice MarascuPascal PonceletPublished in: EGC (best of volume) (2009)
Keyphrases
- intrusion detection
- outlier mining
- intrusion detection system
- data mining
- anomaly detection
- outlier detection
- network security
- network intrusion detection
- data mining techniques
- network traffic
- artificial immune
- information security
- high detection rate
- detecting anomalous
- network intrusion
- pattern mining
- lightweight
- computer security
- real world
- machine learning
- network intrusion detection systems
- credit card fraud detection
- intrusion prevention
- stream data mining
- data points
- distributed intrusion detection
- computer networks
- sequential patterns
- frequent patterns
- detection method
- detection algorithm
- information systems
- unsupervised learning
- computer systems
- knowledge discovery