Data Mining for Intrusion Detection: From Outliers to True Intrusions.
Goverdhan SinghFlorent MassegliaCéline FiotAlice MarascuPascal PonceletPublished in: PAKDD (2009)
Keyphrases
- intrusion detection
- data mining
- outlier mining
- intrusion detection system
- anomaly detection
- network intrusion detection
- outlier detection
- network traffic
- cyber security
- data mining techniques
- information security
- network security
- detecting anomalous
- high detection rate
- false positives and false negatives
- artificial immune
- data points
- fraud detection
- machine learning
- computer security
- association rules
- information systems
- information retrieval
- alert correlation
- network intrusion
- pattern mining
- cyber attacks
- data sets
- data warehouse
- knowledge discovery
- real world
- databases