Efficient time series anomaly detection by multiresolution self-supervised discriminative network.
Desen HuangLifeng ShenZhongzhong YuZhenjing ZhengMin HuangQianli MaPublished in: Neurocomputing (2022)
Keyphrases
- anomaly detection
- detect anomalies
- network traffic
- multiresolution
- network anomaly detection
- intrusion detection
- network intrusion
- anomalous behavior
- intrusion detection system
- network intrusion detection
- unsupervised learning
- behavior analysis
- computer networks
- normal behavior
- network security
- computer security
- detecting anomalous
- detecting anomalies
- unsupervised anomaly detection
- one class support vector machines
- negative selection algorithm
- cumulative sum
- malware detection
- knowledge discovery
- association rules
- feature extraction
- face recognition
- computer vision
- connectionist systems
- data mining
- intrusion prevention
- neural network