ASTREAM: Data-Stream-Driven Scalable Anomaly Detection With Accuracy Guarantee in IIoT Environment.
Yihong YangXuan YangMohsen HeidariMohammad Ayoub KhanGautam SrivastavaMohammad Reza KhosraviLianyong QiPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- anomaly detection
- data streams
- streaming data
- intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- network intrusion detection
- intrusion detection system
- unsupervised anomaly detection
- network anomaly detection
- behavior analysis
- high dimensional data streams
- sliding window
- network security
- computer security
- one class support vector machines
- detecting anomalous
- detect anomalies
- genetic algorithm
- change detection
- unsupervised learning
- pattern recognition
- learning algorithm
- malware detection
- cumulative sum
- data sets