Keystroke Biometrics Ongoing Competition

IEEE Access

Javier Galbally¹  Andre Anjos¹  Ruben Tolosana¹  Aythami Morales¹  Javier Ortega-Garcia²  Sebastien Marcel²  Marta Gomez-Barrero²  Julian Fierrez² 

[1] ATVS-Biometric Recognition Group, Universidad Aut&x00F3;noma de Madrid, Madrid, Spain;

关键词: Keystroke;    biometrics;    authentication;    web-biometrics;    behavioral recognition;    competition;   

DOI  :  10.1109/ACCESS.2016.2626718

来源: DOAJ

【 摘 要 】

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 four 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 accuracy and robustness. The systems have achieved EERs as low as 5.32% and high robustness to multisession variability with accuracy degradation lower than 1% for probes separated by months. The entire database is publicly available at the competition website.

【 授权许可】

Unknown