Data Stream Subspace Clustering for Anomalous Network Packet Detection.
Zachary MillerWei HuPublished in: J. Information Security (2012)
Keyphrases
- subspace clustering
- data streams
- anomaly detection
- high dimensional data
- change detection
- clustering high dimensional data
- detect anomalies
- clustering method
- network traffic
- sliding window
- normal traffic
- subspace clusters
- normal behavior
- internet traffic
- clustering algorithm
- network structure
- data sets
- wireless sensor networks
- subspace projections
- packet size
- subgraph mining
- packet switching
- switched networks
- network management
- link prediction
- complex networks
- multi dimensional