Diverse Counterfactual Explanations for Anomaly Detection in Time Series.
Déborah SulemMichele DoniniMuhammad Bilal ZafarFrancois-Xavier AubetJan GasthausTim JanuschowskiSanjiv DasKrishnaram KenthapadiCédric ArchambeauPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- anomalous behavior
- network intrusion detection
- network traffic
- detecting anomalies
- unsupervised learning
- behavior analysis
- network anomaly detection
- computer security
- real world
- detecting anomalous
- negative selection algorithm
- one class support vector machines
- network security
- malware detection
- data analysis
- unsupervised anomaly detection
- intrusion detection system
- hidden markov models
- data sets