One-Class Classification for Anomaly Detection in Wire Ropes with Gaussian Processes in a Few Lines of Code.
Erik RodnerEsther-Sabrina WackerMichael KemmlerJoachim DenzlerPublished in: MVA (2011)
Keyphrases
- anomaly detection
- gaussian processes
- novelty detection
- gaussian process
- intrusion detection
- gaussian process regression
- network intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- hyperparameters
- intrusion detection system
- gaussian process models
- one class support vector machines
- bayesian framework
- unsupervised learning
- model selection
- multi task
- detect anomalies
- prior information