MTAD: Tools and Benchmarks for Multivariate Time Series Anomaly Detection.
Jinyang LiuWenwei GuZhuangbin ChenYichen LiYuxin SuMichael R. LyuPublished in: CoRR (2024)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- multivariate time series data
- network traffic
- intrusion detection system
- temporal data
- temporal patterns
- detect anomalies
- negative selection algorithm
- one class support vector machines
- autoregressive
- normal behavior
- machine learning
- human motion
- unsupervised learning
- dimensionality reduction
- learning algorithm