mlsanityData to 14 Oct 2026

Assessing the Viability of Synthetic Physical Copy Detection Patterns on Different Imaging Systems

arXiv 2410.02575 ↗First posted 3 Oct 2024cs.CR cs.IT math.ITcited by 3

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Abstract (arXiv)

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.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 3 Oct 2024.

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3 papers.