Explainable anomaly detection on high-dimensional time series data.
Bijan RadFei SongVincent JacobYanlei DiaoPublished in: DEBS (2021)
Keyphrases
- anomaly detection
- high dimensional
- intrusion detection
- detect anomalies
- detecting anomalies
- anomalous behavior
- dimensionality reduction
- unsupervised anomaly detection
- detecting anomalous
- network traffic
- network intrusion detection
- data points
- computer security
- network anomaly detection
- intrusion detection system
- feature space
- network security
- behavior analysis
- one class support vector machines
- negative selection algorithm
- feature selection
- machine learning
- pattern recognition
- cumulative sum