Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories.
Manuel Pérez-CarrascoGuillermo Cabrera-VivesLorena Hernández-GarcíaFrancisco FörsterPaula Sánchez-SáezAlejandra Muñoz ArancibiaNicolás AstorgaFranz E. BauerAmelia BayoMartina Cádiz-LeytonMárcio CatelánPublished in: CoRR (2023)
Keyphrases
- multi class
- anomaly detection
- intrusion detection
- detecting anomalies
- network intrusion detection
- network traffic
- outlier detection
- novelty detection
- multiple classes
- anomalous behavior
- support vector machine
- intrusion detection system
- multi class classification
- cost sensitive
- one class support vector machines
- object detection
- binary classification
- detect anomalies
- pairwise
- class probabilities
- object categories
- binary classifiers
- base classifiers
- svm classifier
- unsupervised learning
- feature selection
- text classification
- negative selection algorithm
- multi class classifier