Towards model-based anomaly detection in network communication protocols.
Jedrzej BieniaszPiotr SapiechaMilosz SmolarczykKrzysztof SzczypiorskiPublished in: ICFSP (2016)
Keyphrases
- anomaly detection
- communication protocols
- network traffic
- network anomaly detection
- intrusion detection
- detect anomalies
- communication protocol
- network intrusion
- network intrusion detection
- protocol stack
- detecting anomalies
- intrusion prevention
- intrusion detection system
- communication networks
- network security
- anomalous behavior
- normal behavior
- unsupervised learning
- one class support vector machines
- detecting anomalous
- negative selection algorithm
- wireless sensor networks
- computer networks
- pairwise
- mobile networks
- normal traffic
- misuse detection
- protocol specification
- training data