Systematic Construction of Anomaly Detection Benchmarks from Real Data.
Andrew EmmottShubhomoy DasThomas G. DietterichAlan FernWeng-Keen WongPublished in: CoRR (2015)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- network traffic
- network intrusion detection
- detecting anomalous
- network anomaly detection
- intrusion detection system
- computer security
- unsupervised anomaly detection
- network security
- negative selection algorithm
- neural network
- behavior analysis
- detect anomalies
- one class support vector machines
- unsupervised learning
- cumulative sum
- network intrusion
- support vector machine
- misuse detection
- evolutionary algorithm