Improved Variational Autoencoder Anomaly Detection in Time Series Data.
Umaporn YokkamponSakmongkon ChumkamonAbbe MowshowitzRyusuke FujisawaEiji HayashiPublished in: SMC (2020)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- detect anomalies
- network traffic
- network intrusion detection
- anomalous behavior
- intrusion detection system
- image segmentation
- behavior analysis
- computer security
- unsupervised learning
- detecting anomalous
- unsupervised anomaly detection
- one class support vector machines
- network anomaly detection
- negative selection algorithm
- neural network
- optical flow
- pattern recognition
- misuse detection