TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial Networks.
Shyam Sundar SaravananTie LuoMao Van NgoPublished in: CoRR (2023)
Keyphrases
- anomaly detection
- unsupervised learning
- unsupervised anomaly detection
- detect anomalies
- intrusion detection
- novelty detection
- anomalous behavior
- network traffic
- detecting anomalies
- intrusion detection system
- computer security
- network intrusion detection
- detecting anomalous
- semi supervised
- network anomaly detection
- computer networks
- supervised learning
- machine learning
- network security
- malware detection
- one class support vector machines
- dimensionality reduction
- generative model
- reinforcement learning
- social networks
- cumulative sum
- learning algorithm
- pairwise
- object recognition
- named entities
- expectation maximization