A Clustering Algorithm Use SOM and K-Means in Intrusion Detection.
Huai-bin WangHong-liang YangZhijian XuZheng YuanPublished in: ICEE (2010)
Keyphrases
- k means
- intrusion detection
- clustering algorithm
- self organizing maps
- intrusion detection system
- anomaly detection
- data clustering
- cluster analysis
- clustering method
- network security
- network traffic
- network intrusion detection
- fuzzy c means
- information security
- detecting anomalous
- cluster centers
- computer security
- artificial immune
- high detection rate
- expectation maximization
- data mining
- clustering quality
- cyber security
- kohonen self organizing maps
- network intrusions
- data mining techniques
- spectral clustering
- supervised learning
- fraud detection
- network intrusion
- alert correlation
- network attacks
- false positives and false negatives
- data processing