Exploring the influence of the choice of prior of the Variational Auto-Encoder on cybersecurity anomaly detection.
Tengfei YangYuansong QiaoBrian LeePublished in: ARES (2024)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- intrusion detection system
- unsupervised anomaly detection
- network intrusion detection
- detecting anomalous
- computer security
- behavior analysis
- cumulative sum
- network anomaly detection
- bit rate
- unsupervised learning
- network intrusion
- one class support vector machines
- negative selection algorithm
- motion estimation
- optical flow
- data mining
- network security
- detect anomalies
- expectation maximization
- connectionist systems
- image segmentation