Robust Anomaly Detection in Time Series through Variational AutoEncoders and a Local Similarity Score.
Pedro MatiasDuarte FolgadoHugo GamboaAndré V. CarreiroPublished in: BIOSIGNALS (2021)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- similarity scores
- anomalous behavior
- network traffic
- detecting anomalies
- detecting anomalous
- network intrusion detection
- denoising
- network anomaly detection
- unsupervised learning
- one class support vector machines
- intrusion detection system
- image segmentation
- computer vision
- similarity measurement
- negative selection algorithm