DEGAN: Time Series Anomaly Detection using Generative Adversarial Network Discriminators and Density Estimation.
Yueyan GuFarrokh JazizadehPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- density estimation
- detect anomalies
- network traffic
- network anomaly detection
- intrusion detection
- network intrusion
- mixture model
- network intrusion detection
- unsupervised learning
- detecting anomalies
- anomalous behavior
- generative model
- intrusion detection system
- probability density function
- gaussian mixture model
- one class support vector machines
- density estimators
- normal behavior
- intrusion prevention
- em algorithm
- outlier detection
- expectation maximization
- negative selection algorithm
- data analysis
- pattern recognition
- image sequences
- machine learning