An enhanced spatio-temporal constraints network for anomaly detection in multivariate time series.
Di GeZheng DongYuhang ChengYanwen WuPublished in: Knowl. Based Syst. (2024)
Keyphrases
- anomaly detection
- temporal constraints
- multivariate time series
- network traffic
- network anomaly detection
- temporal patterns
- temporal reasoning
- detect anomalies
- intrusion detection
- temporal information
- network intrusion detection
- intrusion detection system
- spatio temporal
- temporal data
- normal behavior
- dimension reduction
- constraint satisfaction problems
- knowledge discovery
- functional dependencies
- unsupervised learning
- data structure
- data sets
- probabilistic model
- data mining
- databases