Do we need a perfect ground-truth for benchmarking Internet traffic classifiers?
Maria Rosário de OliveiraJoão C. NevesRui ValadasPaulo SalvadorPublished in: INFOCOM (2015)
Keyphrases
- internet traffic
- ground truth
- network traffic
- traffic analysis
- training data
- training set
- support vector
- ground truth data
- gold standard
- svm classifier
- machine learning algorithms
- ip traffic
- linear classifiers
- decision trees
- feature selection
- feature set
- file sharing
- high quality
- manually labeled
- naive bayes
- database
- intrusion detection