Is sampled data sufficient for anomaly detection?
Jianning MaiChen-Nee ChuahAshwin SridharanTao YeHui ZangPublished in: Internet Measurement Conference (2006)
Keyphrases
- anomaly detection
- sampled data
- intrusion detection
- image reconstruction
- anomalous behavior
- network intrusion detection
- detecting anomalies
- network traffic
- intrusion detection system
- data sets
- one class support vector machines
- continuous domains
- sampling methods
- network anomaly detection
- unsupervised learning
- original data
- negative selection algorithm
- detect anomalies
- active learning
- image processing
- machine learning
- computer systems
- learning algorithm