KBOC16: Three baseline systems compared with results and plot.
Published: 3 years, 1 month ago
Keystroke Biometric Ongoing Competition (KBOC) is an official competition of The IEEE Eighth International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2016) organized by ATVS Biometric Research Group.
This report comprises comparing three baseline systems (Combined Manhattan-Mahalanobis distance,Mahalanobis + Nearest Neighbor, Modified Scaled Manhattan distance) with results and graphics.
HOW TO PARTICIPATE: participants can modify the code of the algorithm(KBOC16_PARTICIPANT_BLOCK ) to include their keystroke recognition systems. It is allow the use of libraries and toolboxes out of the included in this example. The participant code could be private while its results should be available for the competition organizers (in order to include it in the final competition report).
The genuine and impostor samples are unknown except for the training samples (first 4 samples). In order to avoid overtifing of the systems and any possible misconduct, the performance evaluation is made over 100 of the 300 users. This first 100 users are representative of the complete set of 300 users. As an example, the difference between the performance of the baseline algorithms is less than 1% The evaluation over the 300 users will be done during the final weeks of the competition