Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation.
Xuanhao ChenLiwei DengYan ZhaoKai ZhengPublished in: WSDM (2023)
Keyphrases
- anomaly detection
- unsupervised anomaly detection
- detect anomalies
- unsupervised learning
- novelty detection
- intrusion detection
- network intrusion detection
- anomalous behavior
- network traffic
- detecting anomalies
- network anomaly detection
- intrusion detection system
- behavior analysis
- malware detection
- computer security
- semi supervised
- restricted boltzmann machine
- network security
- network intrusion
- genetic algorithm
- one class support vector machines
- detecting anomalous
- maximum likelihood
- supervised learning
- cumulative sum
- data analysis