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Keystroke Biometrics Ongoing Competition
Type of publication: Journal paper
Citation: Morales_IEEEACCESS_2016
Publication status: Published
Journal: IEEE Access
Volume: 4
Year: 2016
Month: November
Pages: 7736-7746
ISSN: 2169-3536
URL: http://ieeexplore.ieee.org/sta...
DOI: 10.1109/ACCESS.2016.2626718
Abstract: This paper presents the first Keystroke Biometrics Ongoing Competition (KBOC) organized to establish a reproducible baseline in person authentication using keystroke biometrics. The competition has been developed using the BEAT platform and includes one of the largest keystroke databases publicly available based on a fixed text scenario. The database includes genuine and attacker keystroke sequences from 300 users acquired in 4 different sessions distributed in a four month time span. The sequences correspond to the user's name and surname and therefore each user comprises an individual and personal sequence. As baseline for KBOC we report the results of 31 different algorithms evaluated according to performance and robustness. The systems have achieved EERs as low as 5.32% and high robustness against multisession variability with drop of performances lower than 1% for probes separated by months. The entire database is publicly available at the competition website.
Projects BEAT
Authors Morales, Aythami
Fierrez, Julian
Tolosana, Ruben
Ortega-Garcia, Javier
Galbally, Javier
Gomez-Barrero, Marta
Anjos, André
Marcel, Sébastien
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Total mark: 0
  • Morales_IEEEACCESS_2016.pdf