Spoofing Attack on Eigenfaces-Based Biometric Identification System.

Autor: Marshalko, G. B., Nikiforova, L. O.
Zdroj: Automatic Control & Computer Sciences; Dec2019, Vol. 53 Issue 8, p980-986, 7p
Abstrakt: 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. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index