Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress.
Renjie WuEamonn J. KeoghPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- computer security
- network traffic
- detecting anomalous
- intrusion detection system
- behavior analysis
- one class support vector machines
- network security
- unsupervised learning
- network anomaly detection
- unsupervised anomaly detection
- negative selection algorithm
- face recognition
- malware detection
- text mining
- computer vision
- neural network