Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection.
Anne-Sophie CollinCyril de BodtDounia MuldersChristophe De VleeschouwerPublished in: ESANN (2023)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- computer security
- network traffic
- unsupervised anomaly detection
- intrusion detection system
- network anomaly detection
- negative selection algorithm
- network security
- evolutionary algorithm
- detect anomalies
- detecting anomalous
- behavior analysis
- text classification
- malware detection
- unsupervised learning
- network intrusion
- image segmentation
- data assimilation
- cumulative sum
- machine learning