Brittle Features May Help Anomaly Detection.
Kimberly T. MaiToby DaviesLewis D. GriffinPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- intrusion detection
- feature extraction
- anomalous behavior
- network intrusion detection
- network traffic
- detecting anomalies
- network anomaly detection
- detect anomalies
- negative selection algorithm
- behavior analysis
- computer security
- unsupervised anomaly detection
- detecting anomalous
- malware detection
- network security
- intrusion detection system
- unsupervised learning
- one class support vector machines
- model selection
- co occurrence
- pairwise
- cumulative sum
- feature space