Zuev D. and Moore A., "Traffic Classification using a Statistical Approach", in Passive and Active Measurement Conference (PAM), Mar 2005.
|Traffic Classification using a Statistical Approach|
|Published:||Passive and Active Measurement Conference (PAM), 2005|
|Abstract:||Accurate traffic classification is the keystone of numerous network activities. Our work capitalises on hand-classified network data, used as input to a supervised Bayes estimator. We illustrate the high level of accuracy achieved with a supervised Naive Bayes estimator; with the simplest estimator we are able to achieve better than 83% accuracy on both a per-byte and a per-packet basis|