journal article·2026-06-24Open access

Inkjet-Printed BaTiO 3 Nanoparticle-Embedded Capacitor Array for Physical Unclonable Function

Woongki Hong, Murali Bissannagari, Youngjae Cho, Jae Eun Jang, Hyuk-Jun Kwon, Hongki Kang

ACS Applied Materials & Interfaces· Volume 18· Issue 24

Abstract

High Resolution Image Download MS PowerPoint Slide Nanoparticle (NP)-based physical unclonable functions (PUFs) have attracted attention as a digital fingerprint technology that alternates with microfabrication-based PUFs by utilizing natural randomness at the nanoscale. Mostly NP-based optical PUFs have been proposed due to the absence of nanomaterial fabrication method compatible with microelectronics, but the need for a bulky optical readout system makes it difficult to utilize them in microelectronics. In this work, we developed the NP-based capacitor PUF (CAP-PUF) technology that can be read electrically and integrated into microelectronics while utilizing the benefit of the natural physical randomness of NPs. We incorporated a high-k BaTiO 3 NP inkjet printing micropatterning process for the fabrication of the NP-embedded CAP-PUF array. The inkjet-printing parameters have been optimized to maximize the natural randomness of the BaTiO 3 NP micropatterns by increasing the intrinsic stochasticity, especially the fluid dynamics that occurring during the multilayer printing. The BaTiO 3 NP-embedded CAP-PUF array shows high security performance, showing the inter-hamming distance of 0.52, uniformity of 0.44, entropy of 0.989, and intra-hamming distance up to 0.064. High-k NP inkjet-printing-based CAP-PUFs can provide highly unique digital fingerprints based on the intrinsic randomness in nanoscale for microelectronics.
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Research context

OpenAlex topics: Physical Unclonable Functions (PUFs) and Hardware Security · Nanomaterials and Printing Technologies · 3D IC and TSV technologies

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

Affiliations

Interdisciplinary Program of Bioengineering, College of Engineering

Seoul National University

Department of Electrical Engineering and Computer Science

Daegu Gyeongbuk Institute of Science and Technology

Institute of Medical and Biological Engineering, Medical Research Center

School of Undergraduate Studies, College of Transdisciplinary Studies

Department of Biomedical Engineering

Seoul National University College of Medicine

Funding

National Research Foundation of Korea

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