AMAD: Active learning-based multivariate time series anomaly detection for large-scale IT systems.
Rongwei YuYong WangWang WangPublished in: Comput. Secur. (2024)
Keyphrases
- anomaly detection
- multivariate time series
- active learning
- intrusion detection
- network intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- one class support vector machines
- negative selection algorithm
- neural network
- intrusion detection system
- unsupervised learning
- computer systems
- pairwise
- pattern recognition
- video sequences
- detect anomalies
- data structure
- image processing
- machine learning