Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings.
Mehmet Necip KurtYasin YilmazXiaodong WangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)
Keyphrases
- anomaly detection
- high dimensional
- intrusion detection
- detecting anomalies
- network intrusion detection
- network traffic
- anomalous behavior
- data assimilation
- intrusion detection system
- unsupervised anomaly detection
- computer security
- network anomaly detection
- one class support vector machines
- network security
- detect anomalies
- training data
- detecting anomalous
- neural network
- behavior analysis
- malware detection
- dimensionality reduction
- machine learning
- unsupervised learning
- probabilistic model
- active learning
- negative selection algorithm
- genetic algorithm