%0 Conference Proceedings
%T Advances in the Keystroke Dynamics: The Practical Impact of Database Quality
%+ University of Bialystok
%+ AGH University of Science and Technology [Krakow, PL] (AGH UST)
%+ King Abdullah University of Science and Technology [Saudi Arabia] (KAUST)
%A Rybnik, Mariusz
%A Panasiuk, Piotr
%A Saeed, Khalid
%A Rogowski, Marcin
%Z Part 4: Biometric Applications
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 11th International Conference on Computer Information Systems and Industrial Management (CISIM)
%C Venice, Italy
%Y Agostino Cortesi
%Y Nabendu Chaki
%Y Khalid Saeed
%Y Sławomir Wierzchoń
%I Springer
%3 Computer Information Systems and Industrial Management
%V LNCS-7564
%P 203-214
%8 2012-09-26
%D 2012
%R 10.1007/978-3-642-33260-9_17
%K keystroke dynamics
%K identification
%K authentication
%K behavioral science
%K biometrics
%K computer security
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X This paper concerns database quality in the Keystroke Dynamics domain. The authors present their own algorithm and test it using two databases: the authors’ own KDS database and Keystroke Dynamics - Benchmark Data Set online database. Following problems are studied theoretically and experimentally: classification accuracy, database representativeness, increase in typing proficiency and finally: time precision in samples acquisition. Results show that the impact of the database uniqueness on the experimental results is substantial and should not be disregarded in classification algorithm evaluation.
%G English
%Z TC 8
%2 https://inria.hal.science/hal-01551740/document
%2 https://inria.hal.science/hal-01551740/file/978-3-642-33260-9_17_Chapter.pdf
%L hal-01551740
%U https://inria.hal.science/hal-01551740
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC8
%~ IFIP-CISIM
%~ IFIP-LNCS-7564