Unsupervised Time-Series based Anomaly Detection in ICS/SCADA Networks.
Ali TekeogluKorkut BekirogluChen-Fu ChiangSam SenguptaPublished in: ISNCC (2021)
Keyphrases
- anomaly detection
- unsupervised anomaly detection
- detect anomalies
- unsupervised learning
- intrusion detection
- novelty detection
- intrusion detection system
- anomalous behavior
- detecting anomalies
- computer networks
- network traffic
- computer security
- control system
- cyber security
- network intrusion detection
- semi supervised
- one class support vector machines
- detecting anomalous
- network security
- data sets
- supervised learning
- network anomaly detection
- network structure
- probabilistic model
- network intrusion
- feature extraction
- negative selection algorithm
- machine learning
- data mining
- behavior analysis
- malware detection
- social networks
- cumulative sum