GANDPS: Ensuring Both Detection Precision and Stability in GAN-based Anomaly Detection for Network Traffic.
Liuhuan LiXimin YangXiao ZhangYumeng YangXuefeng ChenWan TangPublished in: ISPA/BDCloud/SocialCom/SustainCom (2023)
Keyphrases
- anomaly detection
- network traffic
- detecting anomalous
- intrusion detection
- detect anomalies
- intrusion detection system
- network intrusion detection
- computer networks
- network security
- traffic data
- anomalous behavior
- detecting anomalies
- internet traffic
- unsupervised learning
- normal traffic
- traffic patterns
- network anomaly detection
- machine learning
- network intrusion
- negative selection algorithm
- misuse detection
- one class support vector machines
- normal behavior
- traffic engineering
- social network analysis
- maximum likelihood
- pairwise