TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks.
Alexander GeigerDongyu LiuSarah AlnegheimishAlfredo Cuesta-InfanteKalyan VeeramachaneniPublished in: CoRR (2020)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- network traffic
- anomalous behavior
- detecting anomalies
- network intrusion detection
- unsupervised learning
- intrusion detection system
- computer networks
- network anomaly detection
- detecting anomalous
- social networks
- network security
- unsupervised anomaly detection
- computer security
- network intrusion
- negative selection algorithm
- network structure
- behavior analysis
- dimensionality reduction
- normal behavior
- text mining
- supervised learning
- active learning
- one class support vector machines
- object recognition
- data sets
- cumulative sum