MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks.
Dan LiDacheng ChenBaihong JinLei ShiJonathan GohSee-Kiong NgPublished in: ICANN (4) (2019)
Keyphrases
- anomaly detection
- intrusion detection
- detect anomalies
- unsupervised learning
- detecting anomalies
- anomalous behavior
- network traffic
- network anomaly detection
- intrusion detection system
- network intrusion detection
- one class support vector machines
- unsupervised anomaly detection
- computer networks
- detecting anomalous
- behavior analysis
- network security
- data mining
- computer security
- network structure
- pattern recognition
- negative selection algorithm
- reinforcement learning
- genetic algorithm
- cumulative sum