Slavi Bonev — accepted AI-conference papers

2020

Adversarial Detection of Counterfeited Printable Graphical Codes: Towards "Adversarial Games" In Physical World

Olga Taran, Slavi Bonev, Taras Holotyak, Slava Voloshynovskiy

ICASSP 2020accepted

This paper addresses a problem of anti-counterfeiting of physical objects and aims at investigating a possibility of counterfeited printable graphical code detection from a machine learning perspectives. We investigate a fake generation via two different deep regeneration models and study the authen…

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2019

Clonability of Anti-counterfeiting Printable Graphical Codes: A Machine Learning Approach

Olga Taran, Slavi Bonev, Sviatoslav Voloshynovskiy

ICASSP 2019accepted

In recent years, printable graphical codes have attracted a lot of attention enabling a link between the physical and digital worlds, which is of great interest for the IoT and brand protection applications. The security of printable codes in terms of their reproducibility by unauthorized parties or…

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