Deep Semi-supervised Anomaly Detection Using VQ-VAE.
Renuka SharmaHengcan ShiJianfei CaiSuyash P. AwateNick BirbilisPublished in: DICTA (2023)
Keyphrases
- anomaly detection
- semi supervised
- unsupervised anomaly detection
- vector quantization
- unsupervised learning
- intrusion detection
- semi supervised learning
- detecting anomalies
- network traffic
- labeled data
- intrusion detection system
- supervised learning
- pairwise
- network intrusion detection
- behavior analysis
- image compression
- active learning
- detecting anomalous
- network security
- computer security
- network anomaly detection
- anomalous behavior
- one class support vector machines
- detect anomalies
- malware detection
- cumulative sum
- training data
- network intrusion
- similarity measure
- decision trees
- negative selection algorithm
- pattern recognition
- data assimilation
- hidden markov models
- feature extraction