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Author:

Liu, B. (Liu, B..) | Ma, J. (Ma, J..) | Tai, H.H. (Tai, H.H..) | Verma, D. (Verma, D..) | Sahoo, M. (Sahoo, M..) | Chang, Y.-F. (Chang, Y.-F..) | Liang, H. (Liang, H..) | Feng, S. (Feng, S..) | Li, L.-J. (Li, L.-J..) | Hou, T.-H. (Hou, T.-H..) | Lai, C.-S. (Lai, C.-S..)

Indexed by:

EI Scopus SCIE

Abstract:

The development of physical-level primitives for cryptographic applications has emerged as a trend in the electronic community, while the methods for protecting the generators from counterfeiting have yet to be explored. In this study, two-dimensional electronic fingerprinting was demonstrated and integrated into a memristive true random number generator (TRNG). For the device function of the TRNG, two modes of primitives are presented, and the physical entropy sources are analyzed via a recurrent neural network, which is resilient for machine learning prediction. For anticounterfeiting of the device, a two-dimensional physical unclonable function (PUF) could provide a high entropy value and multiple verification codes. Because of its extremely high surface-to-volume ratio, high sensitivity to the environment, inevitable randomness introduced in the fabrication process, and the ability to be transferred onto arbitrary substrates (easy to integrate into a single device), this two-dimensional PUF device could be a general solution for anticounterfeiting of nanoelectronics. © 2023 American Chemical Society.

Keyword:

memristor physical unclonable function long−short-term memory true random number generator Raman spectrum

Author Community:

  • [ 1 ] [Liu B.]Faculty of Information Technology, College of Microelectronics, Beijing University of Technology, Beijing, 100124, China
  • [ 2 ] [Ma J.]Faculty of Information Technology, College of Microelectronics, Beijing University of Technology, Beijing, 100124, China
  • [ 3 ] [Tai H.H.]Department of Electronic Engineering, Chang Gung University, Guishan Dist., Taoyuan, 33302, Taiwan
  • [ 4 ] [Verma D.]Department of Electronic Engineering, Chang Gung University, Guishan Dist., Taoyuan, 33302, Taiwan
  • [ 5 ] [Sahoo M.]Department of Electronic Engineering, Chang Gung University, Guishan Dist., Taoyuan, 33302, Taiwan
  • [ 6 ] [Chang Y.-F.]Artificial Intelligence Research Center, Chang Gung University, Guishan Dist., Taoyuan, 33302, Taiwan
  • [ 7 ] [Liang H.]School of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, 16802, United States
  • [ 8 ] [Feng S.]Faculty of Information Technology, College of Microelectronics, Beijing University of Technology, Beijing, 100124, China
  • [ 9 ] [Li L.-J.]Department of Mechanical Engineering, The University of Hong Kong, Pokfulam Road, Pokfulam, Hong Kong
  • [ 10 ] [Hou T.-H.]Department of Electrical Engineering and Institute of Electronics, National Yang Ming Chiao Tung University, Hsinchu, 300, Taiwan
  • [ 11 ] [Lai C.-S.]Department of Electronic Engineering, Chang Gung University, Guishan Dist., Taoyuan, 33302, Taiwan
  • [ 12 ] [Lai C.-S.]Artificial Intelligence Research Center, Chang Gung University, Guishan Dist., Taoyuan, 33302, Taiwan
  • [ 13 ] [Lai C.-S.]Department of Nephrology, Chang Gung Memorial Hospital, Guishan Dist., Linkou, 33305, Taiwan
  • [ 14 ] [Lai C.-S.]Department of Materials Engineering, Ming Chi University of Technology, Taishan Dist., New Taipei City, 24301, Taiwan

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Source :

ACS Applied Electronic Materials

ISSN: 2637-6113

Year: 2022

Issue: 2

Volume: 5

Page: 714-720

4 . 7

JCR@2022

4 . 7 0 0

JCR@2022

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 16

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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