Principled Sampling for Anomaly Detection.
Brendan JubaChristopher MuscoFan LongStelios Sidiroglou-DouskosMartin C. RinardPublished in: NDSS (2015)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- network intrusion detection
- detecting anomalies
- intrusion detection system
- network traffic
- unsupervised anomaly detection
- network anomaly detection
- behavior analysis
- computer security
- one class support vector machines
- detecting anomalous
- detect anomalies
- unsupervised learning
- misuse detection
- cumulative sum
- network security
- computer vision
- maximum entropy
- dimensionality reduction
- pattern recognition