BotMiner: Clustering Analysis of Network Traffic for Protocol- and Structure-Independent Botnet Detection.
Guofei GuRoberto PerdisciJunjie ZhangWenke LeePublished in: USENIX Security Symposium (2008)
Keyphrases
- network traffic
- anomaly detection
- clustering analysis
- intrusion detection
- detecting anomalous
- computer networks
- network security
- network management
- network monitoring
- traffic data
- network bandwidth
- intrusion detection system
- normal traffic
- internet traffic
- network intrusion detection
- network resources
- fuzzy clustering
- k means
- covert channel
- detect anomalies
- data clustering
- cluster analysis
- unsupervised learning
- active learning
- tcp ip
- training data
- clustering algorithm
- computer vision