Assessing the Viability of Synthetic Physical Copy Detection Patterns on Different Imaging Systems
<|reference_start|>Assessing the Viability of Synthetic Physical Copy Detection Patterns on Different Imaging Systems: 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.<|reference_end|>
@article{chaban2024assessing,
    title={Assessing the Viability of Synthetic Physical Copy Detection Patterns on
  Different Imaging Systems},
    author={Roman Chaban, Brian Pulfer and Slava Voloshynovskiy},
    journal={arXiv preprint arXiv:2410.02575},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.02575},
    primaryClass={cs.CR cs.IT math.IT}
}