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@misc{35707, author = {Čermák, Milan}, address = {Roztoky u Prahy}, booktitle = {Proceedings of the 7th Prague Embedded Systems Workshop}, keywords = {Network traffic analysis;Semi-labeled dataset;Research provability}, language = {eng}, location = {Roztoky u Prahy}, isbn = {978-80-01-06607-2}, pages = {35-36}, publisher = {Czech Technical University in Prague}, title = {Trace-Share: Towards Provable Network Traffic Measurement and Analysis}, url = {http://pesw.fit.cvut.cz/2019/PESW_2019.pdf}, year = {2019} }
TY - GEN ID - 35707 AU - Čermák, Milan PY - 2019 TI - Trace-Share: Towards Provable Network Traffic Measurement and Analysis PB - Czech Technical University in Prague CY - Roztoky u Prahy SN - 9788001066072 KW - Network traffic analysis;Semi-labeled dataset;Research provability UR - http://pesw.fit.cvut.cz/2019/PESW_2019.pdf N2 - Research in network traffic measurement and analysis is a long-lasting field with growing interest from both scientists and the industry. However, even after so many years, results replication, criticism, and review are still rare. The aim of our research is to overcome the mentioned controversy with focus on the whole issue covering all areas of data anonymization, authenticity, recency, publicity, and their usage for research provability. We believe that these challenges can be solved by utilization of semi-labeled datasets composed of real-world network traffic and annotated units with interest-related packet traces only. ER -
ČERMÁK, Milan. Trace-Share: Towards Provable Network Traffic Measurement and Analysis. In \textit{Proceedings of the 7th Prague Embedded Systems Workshop}. Roztoky u Prahy: Czech Technical University in Prague, 2019, s.~35-36. ISBN~978-80-01-06607-2.
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