ČERMÁK, Milan. Trace-Share: Towards Provable Network Traffic Measurement and Analysis. In Proceedings of the 7th Prague Embedded Systems Workshop. Roztoky u Prahy: Czech Technical University in Prague, 2019, p. 35-36. ISBN 978-80-01-06607-2.
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Basic information
Original name Trace-Share: Towards Provable Network Traffic Measurement and Analysis
Authors ČERMÁK, Milan (203 Czech Republic, guarantor, belonging to the institution).
Edition Roztoky u Prahy, Proceedings of the 7th Prague Embedded Systems Workshop, p. 35-36, 2 pp. 2019.
Publisher Czech Technical University in Prague
Other information
Original language English
Type of outcome Audiovisual works
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
WWW URL
RIV identification code RIV/00216224:14610/19:00110056
Organization Ústav výpočetní techniky – Repository – Repository
ISBN 978-80-01-06607-2
Keywords in English Network traffic analysis;Semi-labeled dataset;Research provability
Links EF16_019/0000822, research and development project.
Changed by Changed by: RNDr. Daniel Jakubík, učo 139797. Changed: 8/9/2020 15:47.
Abstract
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.
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