Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise.
Anne-Sophie CollinChristophe De VleeschouwerPublished in: CoRR (2020)
Keyphrases
- anomaly detection
- noise free
- intrusion detection
- anomalous behavior
- gaussian noise
- network traffic
- network intrusion detection
- detecting anomalies
- input image
- poisson noise
- behavior analysis
- network anomaly detection
- object recognition
- one class support vector machines
- intrusion detection system
- unsupervised anomaly detection
- association rules
- computer security
- network intrusion
- noise reduction
- training set
- image processing
- connectionist systems
- learning algorithm