The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 02, 2020
Filed:
Apr. 10, 2018
Framework for security strength and performance analysis of machine learning based biometric systems
Applicants:
Sandeep K. S. Gupta, Phoenix, AZ (US);
Ayan Banerjee, Mesa, AZ (US);
Seyed Koosha Sadeghi Oskooyee, Tempe, AZ (US);
Mohammad Javad Sohankar Esfahani, Tempe, AZ (US);
Inventors:
Sandeep K. S. Gupta, Phoenix, AZ (US);
Ayan Banerjee, Mesa, AZ (US);
Seyed Koosha Sadeghi Oskooyee, Tempe, AZ (US);
Mohammad Javad Sohankar Esfahani, Tempe, AZ (US);
Assignee:
Arizona Board of Regents on Behalf of Arizona State University, Tempe, AZ (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/00 (2013.01); G06F 21/57 (2013.01); G06F 21/46 (2013.01); G06F 21/32 (2013.01); G06N 20/00 (2019.01); G06N 7/00 (2006.01); G06N 5/00 (2006.01); G06N 3/02 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06F 21/32 (2013.01); G06F 21/46 (2013.01); G06N 3/02 (2013.01); G06N 5/003 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06F 2221/034 (2013.01);
Abstract
A framework for measuring the security strength of bio-metric security systems against spoofing attacks considering the adversary's knowledge about the system is disclosed.