Network Anomaly Detection based on Traffic Clustering with Group-Entropy Similarity.
Zedong ZhangHao-Tong ShenSongjie WeiPublished in: ISNCC (2022)
Keyphrases
- network anomaly detection
- anomaly detection
- self organizing maps
- similar objects
- network traffic
- network intrusion detection
- information theoretic
- clustering algorithm
- similarity calculation
- similarity function
- similarity measure
- clustering method
- distance measure
- distance metric
- k means
- dissimilarity measure
- outlier detection
- traffic flow
- spectral clustering
- homogeneous groups
- clustering quality
- unsupervised learning
- learning algorithm
- intrusion detection
- input image
- knowledge discovery
- data points
- feature vectors
- high dimensional
- neural network