DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection.
Chaocheng YangTingyin WangXuanhui YanPublished in: CoRR (2023)
Keyphrases
- anomaly detection
- denoising
- multivariate time series
- intrusion detection
- anomalous behavior
- one class support vector machines
- network intrusion detection
- probabilistic model
- detecting anomalies
- network traffic
- multivariate time series data
- negative selection algorithm
- intrusion detection system
- autoregressive
- temporal patterns
- clustering method
- detect anomalies
- pairwise
- data analysis
- clustering algorithm
- data sets