Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection.
Minghua MaShenglin ZhangDan PeiXin HuangHongwei DaiPublished in: ISSRE (2018)
Keyphrases
- anomaly detection
- concept drift
- network anomaly detection
- novelty detection
- streaming data
- intrusion detection
- data streams
- detecting anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- non stationary
- change detection
- intrusion detection system
- detect anomalies
- one class support vector machines
- negative selection algorithm
- classification algorithm
- computer systems
- unsupervised learning
- data sets
- data points
- object recognition
- machine learning