Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress.
Renjie WuEamonn J. KeoghPublished in: CoRR (2020)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- network traffic
- detecting anomalies
- intrusion detection system
- anomalous behavior
- unsupervised anomaly detection
- network anomaly detection
- detecting anomalous
- behavior analysis
- network intrusion detection
- network security
- negative selection algorithm
- computer security
- cumulative sum
- unsupervised learning
- network intrusion
- one class support vector machines
- normal behavior
- data sets
- text mining