An Improved Method for Anomaly-Based Network Scan Detection.
Ashton WebsterMargaret GratianRyan EckenrodDaven PatelMichel CukierPublished in: SecureComm (2015)
Keyphrases
- detection method
- significant improvement
- detection algorithm
- high accuracy
- preprocessing
- computational cost
- high precision
- genetic algorithm
- classification method
- synthetic data
- unsupervised learning
- classification accuracy
- wireless sensor networks
- cost function
- objective function
- network traffic
- false alarms
- clustering method
- peer to peer
- support vector machine