Category-Based Intrusion Detection Using PCA.
Gholam Reza ZargarTania BaghaiePublished in: J. Information Security (2012)
Keyphrases
- intrusion detection
- principal component analysis
- intrusion detection system
- anomaly detection
- network traffic
- network security
- dimensionality reduction
- feature extraction
- network intrusion detection
- network intrusion
- high detection rate
- data mining
- detecting anomalous
- face recognition
- computer security
- alert correlation
- network intrusions
- data sets
- information security
- artificial immune
- data mining techniques
- intrusion prevention
- false positives and false negatives
- feature space
- computer networks
- k means
- information systems
- computer vision
- security vulnerabilities
- credit card fraud detection
- high dimensional
- network intrusion detection systems
- data model
- unsupervised learning