Intrusion Detection based on Clustering a Data Stream.
Sang Hyun OhJin-Suk KangYung-Cheol ByunGyung-Leen ParkSang-Yong ByunPublished in: SERA (2005)
Keyphrases
- intrusion detection
- anomaly detection
- data streams
- intrusion detection system
- network security
- network intrusion detection
- outlier detection
- streaming data
- clustering algorithm
- network intrusion
- high detection rate
- k means
- network traffic
- information security
- data mining
- computer security
- sliding window
- cyber security
- detecting anomalous
- unsupervised learning
- artificial immune
- false positives and false negatives
- network attacks
- network intrusions
- concept drift
- fraud detection
- probabilistic model
- image segmentation
- data sets
- intrusion detection and prevention