From Code to EM Signals: A Generative Approach to Side Channel Analysis-based Anomaly Detection.
Kurt A. VedrosConstantinos KoliasDaniel BarbaráRobert C. IvansPublished in: ARES (2024)
Keyphrases
- anomaly detection
- unsupervised learning
- generative model
- intrusion detection
- anomalous behavior
- detecting anomalies
- expectation maximization
- unsupervised anomaly detection
- network traffic
- network intrusion detection
- intrusion detection system
- behavior analysis
- network anomaly detection
- detecting anomalous
- computer security
- probabilistic model
- detect anomalies
- image segmentation
- one class support vector machines
- supervised learning
- connectionist systems
- machine learning
- em algorithm
- support vector
- malware detection
- self organizing maps