Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier.
Hanghang TongChongrong LiJingrui HeJiajian ChenQuang-Anh TranHai-Xin DuanXing LiPublished in: ISNN (3) (2005)
Keyphrases
- network traffic
- anomaly detection
- internet traffic
- computer networks
- intrusion detection
- detecting anomalous
- malicious traffic
- detect anomalies
- normal traffic
- intrusion detection system
- network intrusion detection
- support vector
- network security
- feature space
- network management
- feature selection
- network monitoring
- traffic analysis
- network bandwidth
- network traffic data
- false alarms
- traffic data
- detection algorithm
- training data
- support vector machine
- detection rate
- false positives
- data mining
- information systems
- learning algorithm
- network resources
- detection mechanism
- data warehouse
- machine learning
- databases
- long range dependence