Multi-Scale Sampling Based MLP Networks for Anomaly Detection in Multivariate Time Series.
Haojie LiHongzuo XuWei PengChiran ShenXianwen QiuPublished in: ICPADS (2023)
Keyphrases
- anomaly detection
- multivariate time series
- multiscale
- intrusion detection
- detecting anomalies
- anomalous behavior
- one class support vector machines
- network traffic
- categorical data
- network intrusion detection
- intrusion detection system
- unsupervised learning
- neural network
- detect anomalies
- temporal data
- artificial neural networks
- autoregressive
- dimension reduction
- temporal patterns
- active learning
- similarity measure
- data mining