Optimized Stage Processing for Anomaly Detection on Numerical Data Streams: Grand Challenge.
Ciprian AmarieiPaul DiacEmanuel OnicaPublished in: DEBS (2017)
Keyphrases
- anomaly detection
- numerical data
- grand challenge
- categorical data
- intrusion detection
- streaming data
- anomalous behavior
- detecting anomalies
- network intrusion detection
- data sets
- autonomous driving
- network traffic
- intrusion detection system
- network security
- network anomaly detection
- detecting anomalous
- one class support vector machines
- data processing
- data streams
- unsupervised anomaly detection
- detect anomalies
- network intrusion
- symbolic data
- unsupervised learning
- semi supervised
- probabilistic model
- grand challenges
- high dimensional
- machine learning