Coupled IGMM-GANs for improved generative adversarial anomaly detection.
Kathryn GrayDaniel SmolyakSarkhan BadirliGeorge O. MohlerPublished in: IEEE BigData (2018)
Keyphrases
- anomaly detection
- intrusion detection
- unsupervised learning
- network traffic
- anomalous behavior
- network intrusion detection
- detecting anomalies
- network anomaly detection
- behavior analysis
- generative model
- unsupervised anomaly detection
- one class support vector machines
- intrusion detection system
- network security
- normal behavior
- negative selection algorithm
- detecting anomalous
- cumulative sum
- malware detection
- network intrusion
- decision trees