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Author:

Liu, Bo (Liu, Bo.) | Ma, Jing (Ma, Jing.) | Tai, Han Hsiang (Tai, Han Hsiang.) | Sahoo, Mamina (Sahoo, Mamina.) | Verma, Dharmendra (Verma, Dharmendra.) | Chang, Ying-Feng (Chang, Ying-Feng.) | Liang, Hanyuan (Liang, Hanyuan.) | Feng, Shiwei (Feng, Shiwei.) | Li, Lain -Jong (Li, Lain -Jong.) | Hou, Tuo-Hung (Hou, Tuo-Hung.) | Lai, Chao -Sung (Lai, Chao -Sung.)

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.

Keyword:

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

Author Community:

  • [ 1 ] [Liu, Bo]Beijing Univ Technol, Coll Microelect, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Ma, Jing]Beijing Univ Technol, Coll Microelect, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Feng, Shiwei]Beijing Univ Technol, Coll Microelect, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Lai, Chao -Sung]Chang Gung Univ, Artificial Intelligence Res Ctr, Dept Elect Engn, Taoyuan 33302, Taiwan
  • [ 5 ] [Lai, Chao -Sung]Chang Gung Mem Hosp, Dept Nephrol, Linkou 33305, Taiwan
  • [ 6 ] [Tai, Han Hsiang]Chang Gung Univ, Dept Elect Engn, Taoyuan 33302, Taiwan
  • [ 7 ] [Sahoo, Mamina]Chang Gung Univ, Dept Elect Engn, Taoyuan 33302, Taiwan
  • [ 8 ] [Verma, Dharmendra]Chang Gung Univ, Dept Elect Engn, Taoyuan 33302, Taiwan
  • [ 9 ] [Chang, Ying-Feng]Chang Gung Univ, Artificial Intelligence Res Ctr, Taoyuan 33302, Taiwan
  • [ 10 ] [Liang, Hanyuan]Penn State Univ, Sch Elect Engn & Comp Sci, Park, KS 16802 USA
  • [ 11 ] [Li, Lain -Jong]Univ Hong Kong, Dept Mech Engn, Hong Kong, Peoples R China
  • [ 12 ] [Lai, Chao -Sung]Univ Hong Kong, Dept Mech Engn, Hong Kong, Peoples R China
  • [ 13 ] [Hou, Tuo-Hung]Natl Yang Ming Chiao Tung Univ, Inst Elect, Dept Elect Engn, Hsinchu 300, Taiwan

Reprint Author's Address:

  • [Liu, Bo]Beijing Univ Technol, Coll Microelect, Fac Informat Technol, Beijing 100124, Peoples R China;;[Lai, Chao -Sung]Chang Gung Univ, Artificial Intelligence Res Ctr, Dept Elect Engn, Taoyuan 33302, Taiwan;;[Lai, Chao -Sung]Chang Gung Mem Hosp, Dept Nephrol, Linkou 33305, Taiwan;;[Lai, Chao -Sung]Univ Hong Kong, Dept Mech Engn, Hong Kong, Peoples R China;;

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Source :

ACS APPLIED ELECTRONIC MATERIALS

Year: 2023

Issue: 2

Volume: 5

Page: 714-720

4 . 7 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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