NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection.
Liang XuLiying ZhengWeijun LiZhenbo ChenWeishun SongYue DengYongzhe ChangJing XiaoBo YuanPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- unsupervised anomaly detection
- detect anomalies
- unsupervised learning
- novelty detection
- intrusion detection
- network intrusion detection
- detecting anomalies
- supervised learning
- computer security
- detecting anomalous
- behavior analysis
- intrusion detection system
- anomalous behavior
- network traffic
- network anomaly detection
- one class support vector machines
- network security
- malware detection
- machine learning
- semi supervised
- connectionist systems
- image processing
- network intrusion
- feature selection
- computer systems
- negative selection algorithm
- pairwise
- human brain
- cumulative sum
- computer vision