Spoofing Attack on Eigenfaces-Based Biometric Identification System
Grigory Borisovich Marshalko, L. O. Nikiforova · Automatic Control and Computer Sciences · 2019
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.