Network Traffic Anomaly Detection: A Revisiting to Gaussian Process and Sparse Representation.
Yitu WangTakayuki NakachiPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2024)
Keyphrases
- anomaly detection
- network traffic
- sparse representation
- gaussian process
- sparse approximations
- intrusion detection
- gaussian processes
- network intrusion detection
- intrusion detection system
- image classification
- face recognition
- model selection
- bayesian framework
- regression model
- detecting anomalous
- hyperparameters
- semi supervised
- signal processing
- high dimensional data
- unsupervised learning
- latent variables
- detect anomalies
- network intrusion
- normal traffic
- image representation
- image features
- data mining
- random sampling
- bayesian inference
- support vector
- data analysis
- pairwise
- higher order