Title
Spoofing Attack on Eigenfaces-Based Biometric Identification System.
Abstract
We present a spoofing attack on biometric identification system, which uses Eigenfaces algorithm for image classification. In this attack we try to modify an adversarial image in such a way that it is recognized as a target image while preserving visual similarity to the initial image. Like other similar attacks, we use a variant of hill-climbing attack. We also present experimental results.
Year
DOI
Venue
2019
10.3103/S0146411619080200
Automatic Control and Computer Sciences
Keywords
DocType
Volume
spoofing attack, Eigenfaces, biometric identification, hill-climbing attack, principal component analysis
Journal
53
Issue
ISSN
Citations 
8
0146-4116
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
G. B. Marshalko100.34
L. O. Nikiforova200.34