High- and Low-level image component decomposition using VAEs for improved reconstruction and anomaly detection.
David ZimmererJens PetersenKlaus H. Maier-HeinPublished in: CoRR (2019)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- input image
- high resolution
- image segmentation
- network intrusion detection
- network traffic
- unsupervised anomaly detection
- behavior analysis
- detecting anomalous
- computer security
- one class support vector machines
- similarity measure
- genetic algorithm
- cumulative sum
- intrusion detection system
- network security
- hidden markov models
- object recognition
- bayesian networks
- learning algorithm