Compression Analytics for Classification and Anomaly Detection Within Network Communication.
Christina L. TingRichard V. Field Jr.Andrew N. FisherTravis L. BauerPublished in: IEEE Trans. Inf. Forensics Secur. (2019)
Keyphrases
- anomaly detection
- network communication
- intrusion detection
- detecting anomalies
- network traffic
- unsupervised learning
- machine learning
- intrusion detection system
- anomalous behavior
- network intrusion detection
- detecting anomalous
- one class support vector machines
- pattern recognition
- network anomaly detection
- support vector machine
- training set
- model selection
- feature extraction
- detect anomalies
- support vector
- data mining
- maximum likelihood
- high speed
- negative selection algorithm
- supervised learning