Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability.
Shahroz TariqBinh M. LeSimon S. WooPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- intrusion detection
- detect anomalies
- network intrusion detection
- anomalous behavior
- detecting anomalies
- computer security
- network traffic
- behavior analysis
- unsupervised anomaly detection
- data assimilation
- network anomaly detection
- unsupervised learning
- network security
- one class support vector machines
- detecting anomalous
- data sets
- intrusion detection system
- model selection
- pairwise
- pattern recognition
- negative selection algorithm
- machine learning
- connectionist systems