A hybrid approach for anomaly detection on large-scale networks using HWDS and entropy.
Marcos V. O. de AssisJoel J. P. C. RodriguesMario Lemes Proença Jr.Published in: SoftCOM (2013)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- network traffic
- computer security
- behavior analysis
- unsupervised anomaly detection
- network anomaly detection
- detect anomalies
- intrusion detection system
- negative selection algorithm
- detecting anomalous
- hidden markov models
- neural network
- unsupervised learning
- computer systems
- data analysis
- training data
- feature extraction
- learning algorithm
- one class support vector machines
- machine learning
- real world