Improving Anomaly Detection with a Self-Supervised Task Based on Generative Adversarial Network.
Heyan ChaiWeijun SuSiyu TangYe DingBinxing FangQing LiaoPublished in: ICASSP (2022)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- intrusion detection
- network intrusion
- detect anomalies
- network intrusion detection
- intrusion detection system
- anomalous behavior
- unsupervised learning
- computer networks
- detecting anomalies
- computer security
- intrusion prevention
- network security
- one class support vector machines
- behavior analysis
- detecting anomalous
- normal behavior
- data sets
- unsupervised anomaly detection
- malware detection
- negative selection algorithm
- network structure
- cumulative sum
- social networks