TY - CHAP A1 - Panchenko, Andriy A1 - Lanze, Fabian A1 - Zinnen, Andreas A1 - Henze, Martin A1 - Pennekamp, Jan A1 - Engel, Thomas A1 - Wehrle, Klaus T1 - Website Fingerprinting at Internet Scale T2 - Proceedings of the 23rd Internet Society (ISOC) Network and Distributed System Security Symposium (NDSS 2016), San Diego, USA, February 2016 Y1 - 2016 SN - 1-891562-41-X PB - Internet Society CY - Reston, VA ER - TY - GEN A1 - Pennekamp, Jan A1 - Henze, Martin A1 - Zinnen, Andreas A1 - Lanze, Fabian A1 - Wehrle, Klaus A1 - Panchenko, Andriy T1 - CUMUL & Co: High-Impact Artifacts for Website Fingerprinting Research T2 - 38th Annual Computer Security Applications Conference (ACSAC 2022), Austin, Texas, USA, December 5-9, 2022. N2 - Anonymous communication on the Internet is about hiding the relationship between communicating parties. At NDSS ’16, we presented a new website fingerprinting approach, CUMUL, that utilizes novel features and a simple yet powerful algorithm to attack anonymization networks such as Tor. Based on pattern observation of data flows, this attack aims at identifying the content of encrypted and anonymized connections. Apart from the feature generation and the used classifier, we also provided a large dataset to the research community to study the attack at Internet scale. In this paper, we emphasize the impact of our artifacts by analyzing publications referring to our work with respect to the dataset, feature extraction method, and source code of the implementation. Based on this data, we draw conclusions about the impact of our artifacts on the research field and discuss their influence on related cybersecurity topics. Overall, from 393 unique citations, we discover more than 130 academic references that utilize our artifacts, 61 among them are highly influential (according to SemanticScholar), and at least 43 are from top-ranked security venues. This data underlines the significant relevance and impact of our work as well as of our artifacts in the community and beyond. KW - Traffic Analysis;Website Fingerprinting; Privacy; Anonymous Communication; Onion Routing; Web Privacy Y1 - 2022 UR - https://www.acsac.org/2022/program/artifacts_competition/ ER -