Anomaly Detection with Autoencoders as a Tool for Detecting Sensor Malfunctions.
Artur LiebertWolfgang WeberSebastian ReifBernd ZimmeringOliver NiggemannPublished in: ICPS (2022)
Keyphrases
- anomaly detection
- detecting anomalies
- detecting anomalous
- detect anomalies
- intrusion detection
- anomalous behavior
- high dimensional data streams
- misuse detection
- intrusion detection system
- network intrusion detection
- network anomaly detection
- unsupervised learning
- network traffic
- computer security
- unsupervised anomaly detection
- one class support vector machines
- denoising
- behavior analysis
- negative selection algorithm
- malware detection
- data sets
- active learning
- sensor data
- self organizing maps
- malicious activities
- connectionist systems
- pattern recognition
- image segmentation