Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress (Extended Abstract).
Renjie WuEamonn J. KeoghPublished in: ICDE (2022)
Keyphrases
- anomaly detection
- extended abstract
- detect anomalies
- intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- network intrusion detection
- network anomaly detection
- network traffic
- cumulative sum
- behavior analysis
- one class support vector machines
- negative selection algorithm
- detecting anomalous
- machine learning
- malware detection
- unsupervised learning
- network intrusion
- computer security
- network security
- data sets