RADM: Real-Time Anomaly Detection in Multivariate Time Series Based on Bayesian Network.
Nan DingHuanbo GaoHongyu BuHaoxuan MaPublished in: SmartIoT (2018)
Keyphrases
- anomaly detection
- multivariate time series
- bayesian networks
- intrusion detection
- multivariate time series data
- anomalous behavior
- detecting anomalies
- intrusion detection system
- network intrusion detection
- network traffic
- detect anomalies
- unsupervised learning
- negative selection algorithm
- temporal patterns
- temporal data
- dimension reduction
- human motion
- neural network
- probabilistic model
- pattern recognition
- categorical data
- spatial structure
- conditional random fields
- clustering algorithm
- machine learning