An adaptive sliding window for anomaly detection of time series in wireless sensor networks.
Zhongmin WangYue WangCong GaoFengwei WangTingwu LinYanping ChenPublished in: Wirel. Networks (2022)
Keyphrases
- sliding window
- anomaly detection
- wireless sensor networks
- detect anomalies
- streaming time series
- data streams
- streaming data
- intrusion detection
- anomalous behavior
- sensor networks
- detecting anomalies
- fixed size
- network intrusion detection
- variable size
- window size
- network traffic
- intrusion detection system
- stream data
- network anomaly detection
- unsupervised learning
- one class support vector machines
- network security
- cumulative sum
- negative selection algorithm
- data mining tasks
- feature space