mTADS: Multivariate Time Series Anomaly Detection Benchmark Suites.
David BaumgartnerHelge LangsethHeri RamampiaroKenth Engø-MonsenPublished in: BigData (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- detecting anomalies
- network traffic
- network intrusion detection
- dimension reduction
- temporal patterns
- temporal data
- anomalous behavior
- categorical data
- intrusion detection system
- detect anomalies
- unsupervised learning
- human motion
- pattern recognition
- real world
- neural network
- one class support vector machines
- negative selection algorithm