Computer-Access Security Systems Using Keystroke Dynamics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Authentication via keystroke dynamics
Proceedings of the 4th ACM conference on Computer and communications security
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
Estimation of User Specific Parameters in One-class Problems
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
GREYC keystroke: a benchmark for keystroke dynamics biometric systems
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
On the use of rough sets for user authentication via keystroke dynamics
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Artificial rhythms and cues for keystroke dynamics based authentication
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Biometric access control through numerical keyboards based on keystroke dynamics
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Enhancing login security through the use of keystroke input dynamics
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Novel impostors detection in keystroke dynamics by support vector machine
PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies
User authentication through typing biometrics features
IEEE Transactions on Signal Processing
Gaussian Mixture Modeling of Keystroke Patterns for Biometric Applications
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Verification of computer users using keystroke dynamics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
User classification for keystroke dynamics authentication
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
GREYC keystroke: a benchmark for keystroke dynamics biometric systems
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
On the discriminability of keystroke feature vectors used in fixed text keystroke authentication
Pattern Recognition Letters
Keystroke dynamics authentication for mobile phones
Proceedings of the 2011 ACM Symposium on Applied Computing
Genetic programming for multibiometrics
Expert Systems with Applications: An International Journal
A new soft biometric approach for keystroke dynamics based on gender recognition
International Journal of Information Technology and Management
Enhancing the privacy of electronic passports
International Journal of Information Technology and Management
Continuous keystroke dynamics: A different perspective towards biometric evaluation
Information Security Tech. Report
A Keystroke Biometric Systemfor Long-Text Input
International Journal of Information Security and Privacy
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Keystroke dynamics biometric systems have been studied for more than twenty years. They are very well perceived by users, they may be one of the cheapest biometric system (as no specific material is required) even if they are not commonly spread and used [1]. We propose in this paper a new method based on SVM learning satisfying operational conditions (no more than 5 captures for the enrollment step). In the proposed method, users are authenticated thanks to keystroke dynamics of a passphrase (that can be chosen by the system administrator). We use the GREYC keystroke benchmark that is composed of a large number of users (100) for validation purposes. We tested the proposed method face to four other methods from the state of the art. Experimental results show that the proposed method outperforms them in an operational context.