Statistical evaluation of spectral methods for anomaly detection in static networks.
Tomilayo KomolafeA. Valeria QuevedoSrijan SenguptaWilliam H. WoodallPublished in: Netw. Sci. (2019)
Keyphrases
- anomaly detection
- spectral methods
- spectral analysis
- intrusion detection
- random walk
- manifold learning
- intrusion detection system
- network traffic
- spectral clustering
- detect anomalies
- data mining applications
- network structure
- network analysis
- graph partitioning
- eigendecomposition
- unsupervised learning
- complex networks
- co occurrence
- data analysis
- graph clustering
- graph structures
- social networks
- high dimensional
- pairwise
- similarity measure
- community detection
- image processing
- data mining