A comparative analysis of CGAN-based oversampling for anomaly detection.
Rahbar AhsanWei ShiXiangyu MaWilliam Lee CroftPublished in: IET Cyper-Phys. Syst.: Theory & Appl. (2022)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- computer security
- behavior analysis
- intrusion detection system
- network traffic
- unsupervised anomaly detection
- detecting anomalous
- unsupervised learning
- one class support vector machines
- negative selection algorithm
- neural network
- knowledge discovery
- data warehouse
- detect anomalies
- pairwise
- network anomaly detection
- connectionist systems
- cumulative sum
- data sets