Spoofing Attack on Eigenfaces-Based Biometric Identification System
- Authors: Marshalko G.B.1, Nikiforova L.O.2
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Affiliations:
- Technical Committee for Standardization TC 26
- Lomonosov Moscow State University
- Issue: Vol 53, No 8 (2019)
- Pages: 980-986
- Section: Article
- URL: https://journal-vniispk.ru/0146-4116/article/view/175985
- DOI: https://doi.org/10.3103/S0146411619080200
- ID: 175985
Cite item
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.
About the authors
G. B. Marshalko
Technical Committee for Standardization TC 26
Author for correspondence.
Email: marshalko_gb@tc26.ru
Russian Federation, Moscow, 127287
L. O. Nikiforova
Lomonosov Moscow State University
Author for correspondence.
Email: lidanikiforova@mail.ru
Russian Federation, Moscow, 119991
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