Multivariate-Time-Series-Driven Real-time Anomaly Detection Based on Bayesian Network.
Nan DingHuanbo GaoHongyu BuHaoxuan MaHuaiwei SiPublished in: Sensors (2018)
Keyphrases
- anomaly detection
- multivariate time series
- bayesian networks
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- multivariate time series data
- network traffic
- categorical data
- intrusion detection system
- temporal data
- negative selection algorithm
- one class support vector machines
- spatial structure
- unsupervised learning
- detect anomalies
- autoregressive
- data mining
- temporal patterns
- feature space
- similarity measure
- computer vision