Improved Data Stream Clustering Algorithm for Anomaly Detection.
Chunyong YinSun ZhangJin WangPublished in: MUE/FutureTech (2017)
Keyphrases
- anomaly detection
- streaming data
- data streams
- clustering algorithm
- clustering analysis
- intrusion detection
- anomalous behavior
- network traffic
- detecting anomalies
- network intrusion detection
- high dimensional data streams
- network anomaly detection
- network security
- unsupervised anomaly detection
- computer security
- detecting anomalous
- intrusion detection system
- sliding window
- network intrusion
- change detection
- negative selection algorithm
- behavior analysis
- unsupervised learning
- concept drift
- detect anomalies
- connectionist systems
- k means
- genetic algorithm
- computer vision
- data analysis
- normal behavior