Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators.
Jan-Philipp SchulzePhilip SperlKonstantin BöttingerPublished in: IJCNN (2022)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- unsupervised anomaly detection
- malware detection
- one class support vector machines
- detect anomalies
- intrusion detection system
- behavior analysis
- detecting anomalous
- anomaly based intrusion detection
- network anomaly detection
- computer security
- network security
- information processing
- unsupervised learning
- negative selection algorithm
- denoising
- connectionist systems
- cumulative sum
- normal behavior
- network intrusion
- pattern recognition
- genetic algorithm