journal article·2026-06Open access

Inkjet‐Printed Physical Unclonable Functions For Secure Authentication

Riccardo Sargeni, Elisabetta Dimaggio, Francesco Pieri, Stefano Di Pascoli, Giuseppe Iannaccone, Gianluca Fiori

Small· Volume 22· Issue 33

Abstract

ABSTRACT Counterfeiting is a growing global challenge with significant economic and social implications. Physical Unclonable Functions (PUFs), exploiting manufacturing randomness to generate unique and unclonable identifiers, have emerged as a promising solution for secure authentication. This study presents a novel, scalable method for fabricating inkjet‐printed PUFs by exploiting the randomness of ink droplet deposition on substrates such as paper. By optimizing geometric features, the proposed system ensures high uniqueness, reliability, and bit uniformity. The PUFs also exhibits excellent durability, maintaining performance under mechanical stress and chemical exposure. Furthermore, the system incorporates a low‐cost imaging setup and advanced positional markers, enabling fast and accurate database validation. This work establishes a robust and low‐cost route to PUFs that can be interrogated with consumer‐grade devices, making them suitable for various anticounterfeiting applications, including supply chain security and luxury goods authentication.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Physical Unclonable Functions (PUFs) and Hardware Security · Nanomaterials and Printing Technologies · Digital Media Forensic Detection

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Dipartimento di Ingegneria dell' Informazione Universitädi Pisa Pisa Italy

Quantavis s.r.l. Largo Padre Renzo Spadoni Pisa Italy

Funding

European Research Council · Ministero dell’Istruzione, dell’Università e della Ricerca

References (55)

Show source-provided references
1. Organisation for Economic Co‐operation and Development and European Union Intellectual Property Office · 2019 · 84
2. World Semiconductor Trade Statistics “WSTS Semiconductor Market Forecast Fall ” (2024).
3. 10.1038/s41565-019-0484-010.1038/s41565-019-0484-0 ↗
4. 10.1109/JPROC.2014.232051610.1109/JPROC.2014.2320516 ↗
5. 10.1021/acsnano.5c0191710.1021/acsnano.5c01917 ↗
6. 10.1038/s41928-020-0372-510.1038/s41928-020-0372-5 ↗
7. K.Lofstrom W. R.Daasch andD.Taylor “IC Identification Circuit Using Device Mismatch ” in2000 IEEE International Solid‐State Circuits Conference Digest of Technical Papers(IEEE 2000) 372–373.10.1109/ISSCC.2000.839821 ↗
8. 10.1126/science.107437610.1126/science.1074376 ↗
9. 10.1109/JSSC.2011.212065010.1109/JSSC.2011.2120650 ↗
10. Böhm C. · 2012
11. PUF security(2019) https://www.pufsecurity.com/.
12. Puf synopsys Enabling Authentication with PUF‐based Security(2025) https://www.synopsys.com/designware‐ip/security‐ip/cryptography‐ip/puf.html.
13. A.Maiti J.Casarona L.McHale andP.Schaumont “A Large‐Scale Characterization of RO‐PUF ” in2010 IEEE International Symposium on Hardware‐Oriented Security and Trust (HOST)(IEEE 2010) 94–99.10.1109/HST.2010.5513108 ↗
14. Revisiting Silk: A Lens‐Free Optical Physical Unclonable Function
15. 10.1038/s41928-022-00788-w10.1038/s41928-022-00788-w ↗
16. Multilevel Stimuli‐Responsive Smart “Sandwich” Label with Physical Unclonable Functions, Bionic Wrinkles, and Space‐Selective Fluorescence Patterns
17. Multilevel and Flexible Physical Unclonable Functions for High‐End Leather Products or Packaging
18. A. T.Erozan M.Hefenbrock M.Beigl J.Aghassi‐Hagmann andM. B.Tahoori “Image PUF: A Physical Unclonable Function for Printed Electronics Based on Optical Variation of Printed Inks ”IACR Cryptology ePrint Archive(2019): 2019/1419.
19. Flexible and Wearable Encryption Primitive Based on Optical Physically Unclonable Functions10.1109/JSTQE.2023.3345178 ↗
20. Hybrid Camouflaged Anticounterfeiting Token in a Paper Substrate
21. 10.1002/rpm.2023003110.1002/rpm.20230031 ↗
22. Quantum Physical Unclonable Function Based on Multidimensional Fingerprint Features of Single‐Photon Emitters in Random AlN Nanocrystals
23. 10.1021/acs.nanolett.4c0146310.1021/acs.nanolett.4c01463 ↗
24. Coffee‐Ring Mediated Thinning and Thickness‐Dependent Dewetting Modes in Printed Polymer Droplets Coupled with Assembly of Quantum Dots for Anti‐Counterfeiting
25. Flexible and Biocompatible Physical Unclonable Function Anti‐Counterfeiting Label
26. 10.1016/j.sse.2022.10839110.1016/j.sse.2022.108391 ↗
27. 10.1038/s41467-021-24057-010.1038/s41467-021-24057-0 ↗
28. 10.1021/acsnano.1c0729210.1021/acsnano.1c07292 ↗
29. A.Scholz S.Sauva andJ.Aghassi‐Hagmann “An Inkjet‐Printed Inverter Array Realizing a Physically Unclonable Function ” in2023 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS)(IEEE 2023).10.1109/FLEPS57599.2023.10220404 ↗
30. Printable Epsilon‐Type Structure Transistor Arrays with Highly Reliable Physical Unclonable Functions
31. A. T.Erozan M. S.Golanbari R.Bishnoi J.Aghassi‐Hagmann andM. B.Tahoori “Design and Evaluation of Physical Unclonable Function for Inorganic Printed Electronics ” in2018 19th International Symposium on Quality Electronic Design (ISQED)(IEEE 2018) 419–424.10.1109/ISQED.2018.8357323 ↗
32. Random Fractal‐Enabled Physical Unclonable Functions with Dynamic AI Authentication
33. Inkjet‐Printed Physically Unclonable Structural‐Color Anticounterfeiting Labels with Convenient Artificial Intelligence Authentication
34. 10.1038/s41467-019-10406-710.1038/s41467-019-10406-7 ↗
35. 10.1038/s41565-023-01405-310.1038/s41565-023-01405-3 ↗
36. Fine Optimization of Colloidal Photonic Crystal Structural Color for Physically Unclonable Multiplex Encryption and Anti‐Counterfeiting
37. 10.1038/s42005-019-0139-310.1038/s42005-019-0139-3 ↗
38. 10.1002/adfm.20150398910.1002/adfm.201503989 ↗
39. Development of a Simple Contact‐Type Printable Physically Unclonable Function Device Using Percolation Conduction of Rod‐Like Conductive Fillers
40. 10.1021/acsaelm.9b0016610.1021/acsaelm.9b00166 ↗
41. 10.1038/s41467‐019‐10406‐710.1038/s41467‐019‐10406‐7 ↗
42. 10.1002/adfm.20211247910.1002/adfm.202112479 ↗
43. Novel Anticounterfeiting Solution Based on 2D Materials Produced by Electrochemical Exfoliation
44. 10.1038/s41699-021-00266-510.1038/s41699-021-00266-5 ↗
45. 10.1109/JSEN.2024.345804110.1109/JSEN.2024.3458041 ↗
46. 10.1021/acs.nanolett.4c0493010.1021/acs.nanolett.4c04930 ↗
47. 10.1038/s41467-020-19324-510.1038/s41467-020-19324-5 ↗
48. 10.1109/TC.2018.286624110.1109/TC.2018.2866241 ↗
49. A.Maiti V.Gunreddy andP.Schaumont “A Systematic Method to Evaluate and Compare the Performance of Physical Unclonable Functions ” inReconfigurable Computing: Architectures Tools and Applications P.Athanas D.Pnevmatikatos andN.Sklavos Eds. (Springer 2013).10.1007/978-1-4614-1362-2_11 ↗
50. 10.1109/21.12007910.1109/21.120079 ↗
51. 10.1016/0734-189X(85)90125-210.1016/0734-189X(85)90125-2 ↗
52. 10.1109/TSMC.1979.431007610.1109/TSMC.1979.4310076 ↗
53. 10.1021/acsnano.4c0908010.1021/acsnano.4c09080 ↗
54. 10.1039/C6MH00423G10.1039/C6MH00423G ↗
55. Printed Smart Devices for Anti‐Counterfeiting Allowing Precise Identification with Household Equipment