On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data.
Dhruv ChoudharyArun KejariwalFrancois OrsiniPublished in: CoRR (2017)
Keyphrases
- streaming data
- anomaly detection
- intrusion detection
- network intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- one class support vector machines
- data streams
- network anomaly detection
- unsupervised learning
- network security
- concept drift
- data distribution
- reinforcement learning
- intrusion detection system
- learning algorithm