Fast Anomaly Detection based on Data Stream in Network Intrusion Detection System.
Yihong YangXiaolong XuLina WangWeiyi ZhongChao YanLianyong QiPublished in: ACM TUR-C (2021)
Keyphrases
- anomaly detection
- data streams
- streaming data
- intrusion detection system
- intrusion detection
- sliding window
- network intrusion detection
- detecting anomalies
- anomalous behavior
- network security
- network traffic
- high dimensional data streams
- concept drift
- network anomaly detection
- change detection
- unsupervised learning
- computer security
- detecting anomalous
- outlier detection
- one class support vector machines
- unsupervised anomaly detection
- neural network
- behavior analysis
- genetic algorithm
- machine learning
- network intrusion
- detect anomalies
- connectionist systems
- cumulative sum