Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams.
Punit RathoreDheeraj KumarJames C. BezdekSutharshan RajasegararMarimuthu PalaniswamiPublished in: IEEE Trans. Cybern. (2021)
Keyphrases
- anomaly detection
- data streams
- streaming data
- intrusion detection
- network intrusion detection
- high dimensional data streams
- anomalous behavior
- detecting anomalies
- network anomaly detection
- unsupervised anomaly detection
- sliding window
- intrusion detection system
- network traffic
- one class support vector machines
- computer security
- negative selection algorithm
- detecting anomalous
- behavior analysis
- unsupervised learning
- network security
- network intrusion
- machine learning
- cumulative sum
- malware detection
- data sets
- feature selection
- decision trees
- training data
- optical flow