OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection.
Zhi LiDanya XuYuzhe LiTianyou ChaiTao YangPublished in: SSCI (2023)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- network intrusion detection
- detecting anomalies
- unsupervised learning
- computer security
- network traffic
- anomalous behavior
- unsupervised anomaly detection
- detecting anomalous
- intrusion detection system
- computer networks
- behavior analysis
- generative model
- one class support vector machines
- social networks
- negative selection algorithm
- network intrusion
- network anomaly detection
- network security
- image segmentation
- structuring elements
- cumulative sum
- optical flow
- probabilistic model
- malware detection
- neural network