A Research on Intrusion Detection Based on Unsupervised Clustering and Support Vector Machine.
Min LuoLina WangHuanguo ZhangJin ChenPublished in: ICICS (2003)
Keyphrases
- unsupervised clustering
- intrusion detection
- support vector machine
- supervised classification
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- clustering algorithm
- k means
- clustering method
- support vector
- multi class
- svm classifier
- image segmentation
- network traffic
- data mining
- machine learning
- alert correlation
- feature vectors
- knn
- training set
- network attacks
- document clustering
- spectral clustering
- hyperplane
- feature selection
- data mining techniques
- fuzzy c means
- image processing
- intrusion prevention
- network intrusions
- learning algorithm
- decision boundary
- feature extraction
- training data
- data analysis
- text categorization
- object detection