A novel approach for anomaly detection in data streams: Fuzzy-statistical detection mode.
Fenghuan LiDequan ZhengTiejun ZhaoWitold PedryczPublished in: J. Intell. Fuzzy Syst. (2016)
Keyphrases
- anomaly detection
- data streams
- streaming data
- intrusion detection
- high dimensional data streams
- detecting anomalies
- detecting anomalous
- anomalous behavior
- detect anomalies
- network intrusion detection
- network traffic
- network anomaly detection
- sliding window
- computer security
- unsupervised anomaly detection
- unsupervised learning
- intrusion detection system
- behavior analysis
- network security
- network intrusion
- malware detection
- concept drift
- connectionist systems
- cumulative sum
- machine learning