A Generic Framework and Runtime Environment for Development and Evaluation of Behavioral Biometrics Solutions

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.

@INPROCEEDINGS{Messerman2010,
  author = {Arik Messerman and Tarik Mustafi'{c} and Seyit A. Camtepe and Sahin
	Albayrak},
  note = {ISBN: 978-1-4244-8135-4},
  title = {A Generic Framework and Runtime Environment for Development and Evaluation
 of Behavioral Biometrics Solutions},
  booktitle = {IEEE The Tenth International Conference on Intelligent System Design and Applications (ISDA 2010)},
  year = {2010},
  pages = {136 - 141},
  address = {Cairo, Egypt},
  month={Nov. 29 2010-Dec. 1}, 
  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.},
  days = {29},
  isbn = {978-1-4244-8135-4},
  doi={10.1109/ISDA.2010.5687276}, 
  keywords = {Behavioral Biometrics; Authentication; Identification; Verification;
	Evaluation; Framework; AbV; Access Control; Biometric},
  owner = {arik},
  timestamp = {2010.09.13}
}
Autoren:
Arik Messerman, Tarik Mustafic, Seyit Ahmet Camtepe, Sahin Albayrak
Kategorie:
Tagungsbeitrag
Jahr:
2010
Ort:
IEEE ISDA 2010 (10 th International Conference on Intelligent Systems, Design and Applications), 11 2010, Cairo, Egypt