GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set.
Bowen DuXuanxuan SunJunchen YeKe ChengJingyuan WangLeilei SunPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- anomaly detection
- multivariate time series
- training set
- intrusion detection
- multivariate time series data
- detecting anomalies
- nearest neighbor
- anomalous behavior
- network intrusion detection
- temporal data
- training data
- supervised learning
- one class support vector machines
- data sets
- active learning
- decision trees
- categorical data
- dimension reduction
- network traffic
- negative selection algorithm
- temporal patterns
- intrusion detection system
- feature space
- human motion
- autoregressive
- unsupervised learning
- model selection
- support vector machine
- image processing
- neural network
- detect anomalies
- face recognition
- association rules
- data analysis