This dataset is released in two different forms. Acoustics: 45 subjects from phase 1. Visual: Full dataset. Typing Behavior Dataset may be downloaded from here.
We collect a first-of-its kind keystroke database in two phases. Phase 1 includes 56 subjects typing multiple same day, fixed and free text, sessions. It includes the acoustics and video information. Phase 2 includes 30 subjects typing mutliple free text sessions on different days across months. It includes the video information as well as keystroke timing information for use with conventional keystroke dynamics.
This dataset is provided for non-commercial use. Any publications arising from the use of this database, including but not limited to academic journal and conference publications, technical reports and manuals, must cite the corresponding work for use of Acoustic or Visual.
-
Investigating the Discriminative Power of Keystroke Sound
Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris Metaxas
IEEE Transactions on Information Forensics and Security, Vol. 10, No. 2, pp.333-345, , Feb. 2015
Bibtex
| PDF
| Project Webpage
@article{ investigating-the-discriminative-power-of-keystroke-sound,
author = { Joseph Roth and Xiaoming Liu and Arun Ross and Dimitris Metaxas },
title = { Investigating the Discriminative Power of Keystroke Sound },
journal = { IEEE Transactions on Information Forensics and Security },
volume = { 10 },
number = { 2 },
month = { February },
year = { 2015 },
pages = { 333--345 },
}
-
On Continuous User Authentication via Typing Behavior
Joseph Roth, Xiaoming Liu, Dimitris Metaxas
IEEE Transactions on Image Processing, Vol. 23, No. 10, pp.4611-4624, , Oct. 2014
Bibtex
| PDF
| Project Webpage
@article{ on-continuous-user-authentication-via-typing-behavior,
author = { Joseph Roth and Xiaoming Liu and Dimitris Metaxas },
title = { On Continuous User Authentication via Typing Behavior },
journal = { IEEE Transactions on Image Processing },
volume = { 23 },
number = { 10 },
month = { October },
year = { 2014 },
pages = { 4611--4624 },
}
-
Biometric Authentication via Keystroke Sound
Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris Metaxas
Proc. 6th IAPR International Conference on Biometrics (ICB 2013), Madrid, Spain, Jun. 2013
(Oral presentation, acceptance rate 11%)
Bibtex
| PDF
| Project Webpage
@inproceedings{ biometric-authentication-via-keystroke-sound,
author = { Joseph Roth and Xiaoming Liu and Arun Ross and Dimitris Metaxas },
title = { Biometric Authentication via Keystroke Sound },
booktitle = { Proc. 6th IAPR International Conference on Biometrics },
address = { Madrid, Spain },
month = { June },
year = { 2013 },
}
