Physical Unclonable Function Based on 3D‐NAND Flash Array Structure With Multi‐Chip Implementation
As a promising hardware-based security primitive, physical unclonable functions (PUFs) exploit stochastic, process-induced variations in physical properties to generate unique and unclonable device fingerprints. However, conventional CMOS-based PUFs require large and complex circuitry, leading to increased area and power consumption. To address this, we propose a PUF based on a 3D-NAND flash array utilizing intrinsic string current variations. Unlike prior write-based approaches, it employs read operations for CRP extraction, thereby avoiding stress-induced degradation. Challenges are applied via string select lines and bitlines, while each wordline functions as an independent PUF chip. A 1-bit response is generated by comparing summed string currents. Thanks to the high cell density of 3D-NAND flash, multiple stacked PUF chips with an exponentially large CRP capacity can be integrated into a single array. We fabricated 48 × 24 planar NAND flash arrays using charge-trap flash, confirming current variability due to process variation and randomly formed poly-Si grain boundaries. A 48 × 24 × 8 3D-NAND PUF was implemented using measured data, achieving near-ideal PUF metrics and passing autocorrelation analysis, all 16 NIST statistical tests and ML attack simulations. These results highlight the potential of 3D-NAND flash for scalable, reliable hardware security.
Authors
- Hwiho Hwang (ORCID: https://orcid.org/0009-0001-0559-0762)
- Sangwook Youn (ORCID: https://orcid.org/0000-0001-7309-4296)
- Jinwoo Park (ORCID: https://orcid.org/0000-0001-9074-2152)
- Hyungjin Kim (ORCID: https://orcid.org/0000-0002-4834-6882)
- Dayeon Yu
Institutions
- Hanyang University (KR)
Publication Details
- Journal
- Small
- Published
- 2026-06-17
- DOI
- https://doi.org/10.1002/smll.202506326
- Primary Topic
- Physical Unclonable Functions (PUFs) and Hardware Security
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Korea Institute for Advancement of Technology
- National Research Foundation of Korea
- Institute for Information and Communications Technology Promotion