Anomaly Detection Aided Budget Online Classification for Imbalanced Data Streams.
Xijun LiangXiaoxin SongKai QiJundong LiJinyu LiuLing JianPublished in: IEEE Intell. Syst. (2021)
Keyphrases
- anomaly detection
- data streams
- intrusion detection
- streaming data
- network traffic
- unsupervised learning
- anomalous behavior
- detecting anomalies
- network intrusion detection
- computer security
- pattern recognition
- high dimensional data streams
- network anomaly detection
- pattern classification
- decision trees
- classification algorithm
- intrusion detection system
- class imbalance
- behavior analysis
- negative selection algorithm
- machine learning
- support vector machine
- data sets
- one class support vector machines
- detect anomalies
- feature extraction
- feature vectors
- multi class
- image segmentation
- support vector
- object recognition
- training set
- active learning