Title :
A generic framework and runtime environment for development and evaluation of behavioral biometrics solutions
Author :
Messerman, Arik ; Mustafic, Tarik ; Camtepe, Seyit Ahmet ; Albayrak, Sahin
Author_Institution :
Distrib. Artificial Intell. Lab., Berlin Inst. of Technol., Berlin, Germany
fDate :
Nov. 29 2010-Dec. 1 2010
Abstract :
Increasing use of computerized systems in our daily lives creates new adversarial opportunities for which complex mechanisms are exploited to mend the rapid development of new attacks. Behavioral Biometrics appear as one of the promising response to these attacks. But it is a relatively new research area, specific frameworks for evaluation and development of behavioral biometrics solutions could not be found yet. In this paper we present a conception of a generic framework and runtime environment which will enable researchers to develop, evaluate and compare their behavioral biometrics solutions with repeatable experiments under the same conditions with the same data.
Keywords :
biometrics (access control); security of data; behavioral biometrics solution; computerized system; generic framework; runtime environment; Authentication; Behavioral Biometrics; Evaluation; Framework; Identification; Verification;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-8134-7
DOI :
10.1109/ISDA.2010.5687276