Towards a new format of datasets in traffic analysis
Olga Morozova, Margarita Orlova, Nikita Naumov, Leonid Abrosimov
The purpose of this work is developing a reliable method to obtain datasets of network traffic with ground truth already defined. We developed a suite to obtain and store labeled datasets of traffic. Using this suite researchers are able to get datasets with accurate ground truth while not violating data privacy since the critical data is stripped and replaced by traffic meta description, allowing suite to be used for a wide range of traffic analysis methods.