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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2410.02575 |
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| _version_ | 1866912056867815424 |
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| author | Chaban, Roman Pulfer, Brian Voloshynovskiy, Slava |
| author_facet | Chaban, Roman Pulfer, Brian Voloshynovskiy, Slava |
| contents | This paper explores the potential of synthetic physical Copy Detection Patterns (CDP) to improve the robustness of anti-counterfeiting systems. By leveraging synthetic physical CDP, we aim at enhancing security and cost-effectiveness across various real-world applications. Our research demonstrates that synthetic CDP offer substantial improvements in authentication accuracy compared to one based on traditional digital templates. We conducted extensive tests using both a scanner and a diverse range of mobile phones, validating our approach through ROC analysis. The results indicate that synthetic CDP can reliably differentiate between original and fake samples, making this approach a viable solution for real-world applications, though requires an additional research to make this technology scalable across a variety of imaging devices. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_02575 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Assessing the Viability of Synthetic Physical Copy Detection Patterns on Different Imaging Systems Chaban, Roman Pulfer, Brian Voloshynovskiy, Slava Cryptography and Security Information Theory This paper explores the potential of synthetic physical Copy Detection Patterns (CDP) to improve the robustness of anti-counterfeiting systems. By leveraging synthetic physical CDP, we aim at enhancing security and cost-effectiveness across various real-world applications. Our research demonstrates that synthetic CDP offer substantial improvements in authentication accuracy compared to one based on traditional digital templates. We conducted extensive tests using both a scanner and a diverse range of mobile phones, validating our approach through ROC analysis. The results indicate that synthetic CDP can reliably differentiate between original and fake samples, making this approach a viable solution for real-world applications, though requires an additional research to make this technology scalable across a variety of imaging devices. |
| title | Assessing the Viability of Synthetic Physical Copy Detection Patterns on Different Imaging Systems |
| topic | Cryptography and Security Information Theory |
| url | https://arxiv.org/abs/2410.02575 |