Dynamic Micro-cluster-Based Streaming Data Clustering Method for Anomaly Detection.
Xiaolan WangMd. Manjur AhmedMohd Nizam HusenHai TaoQian ZhaoPublished in: SCDS (2023)
Keyphrases
- anomaly detection
- streaming data
- clustering method
- clustering analysis
- intrusion detection
- network traffic
- hierarchical clustering
- clustering algorithm
- network intrusion detection
- cluster analysis
- anomalous behavior
- detecting anomalies
- data streams
- k means
- similarity measure
- intrusion detection system
- unsupervised learning
- concept drift
- sliding window
- data analysis
- one class support vector machines
- neural network
- network anomaly detection
- data distribution
- pattern recognition