Outlier/Anomaly Detection of Univariate Time Series: A Dataset Collection and Benchmark.
David MuhrMichael AffenzellerPublished in: DaWaK (2022)
Keyphrases
- anomaly detection
- detect anomalies
- novelty detection
- multivariate time series
- intrusion detection
- detecting anomalies
- network intrusion detection
- intrusion detection system
- network traffic
- anomalous behavior
- unsupervised anomaly detection
- network security
- computer security
- outlier detection
- pairwise
- network anomaly detection
- negative selection algorithm
- detecting anomalous
- real world
- unsupervised learning
- one class support vector machines
- behavior analysis
- object recognition
- training data
- machine learning
- cumulative sum