A Sharper Sense of Self: Probabilistic Reasoning of Program Behaviors for Anomaly Detection with Context Sensitivity.
Kui XuKe TianDanfeng YaoBarbara G. RyderPublished in: DSN (2016)
Keyphrases
- anomaly detection
- probabilistic reasoning
- behavior analysis
- intrusion detection
- detecting anomalies
- anomalous behavior
- first order logic
- bayesian networks
- network intrusion detection
- constraint satisfaction
- network traffic
- intrusion detection system
- detect anomalies
- network anomaly detection
- belief networks
- one class support vector machines
- knowledge representation
- data mining
- logic programming
- computer vision
- artificial intelligence
- unsupervised learning
- search space
- artificial neural networks
- normal behavior
- pairwise
- machine learning
- data sets
- negative selection algorithm