Use of Dimensionality Reduction for Intrusion Detection.
Subrat Kumar DashSanjay RawatArun K. PujariPublished in: ICISS (2007)
Keyphrases
- intrusion detection
- dimensionality reduction
- intrusion detection system
- anomaly detection
- high dimensional
- principal component analysis
- data points
- network security
- information security
- pattern recognition
- network traffic
- feature space
- network intrusion detection
- feature extraction
- feature selection
- high detection rate
- data mining techniques
- artificial immune
- network intrusions
- network intrusion
- data mining
- cyber security
- false positives and false negatives
- computer security
- alert correlation
- detecting anomalous
- unsupervised learning
- intrusion prevention
- distributed intrusion detection
- network intrusion detection systems
- credit card fraud detection
- learning algorithm