IEICE TRANSACTIONS on Fundamentals
FOM-CDS PUF: A Novel Configurable Dual State Strong PUF Based on Feedback Obfuscation Mechanism against Modeling Attacks
Summary :
The configurable Ring oscillator Physical unclonable function (CRO PUF) is the newly proposed strong PUF based on classic RO PUF, which can generate exponential Challenge-Response Pairs (CRPs) and has good uniqueness and reliability. However, existing proposals have low hardware utilization and vulnerability to modeling attacks. In this paper, we propose a Novel Configurable Dual State (CDS) PUF with lower overhead and higher resistance to modeling attacks. This structure can be flexibly transformed into RO PUF and TERO PUF in the same topology according to the parity of the Hamming Weight (HW) of the challenge, which can achieve 100% utilization of the inverters and improve the efficiency of hardware utilization. A feedback obfuscation mechanism (FOM) is also proposed, which uses the stable count value of the ring oscillator in the PUF as the updated mask to confuse and hide the original challenge, significantly improving the effect of resisting modeling attacks. The proposed FOM-CDS PUF is analyzed by building a mathematical model and finally implemented on Xilinx Artix-7 FPGA, the test results show that the FOM-CDS PUF can effectively resist several popular modeling attack methods and the prediction accuracy is below 60%. Meanwhile it shows that the FOM-CDS PUF has good performance with uniformity, Bit Error Rate at different temperatures, Bit Error Rate at different voltages and uniqueness of 53.68%, 7.91%, 5.64% and 50.33% respectively.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E106-A No.10 pp.1311-1321
- Publication Date
- 2023/10/01
- Publicized
- 2023/03/29
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.2022EAP1151
- Type of Manuscript
- PAPER
- Category
- Cryptography and Information Security
Authors
Hong LI
Huazhong University of Science and Technology,Hubei Key Laboratory of Solar Energy Efficient Utilization and Energy Storage Operation Control
Wenjun CAO
Hubei Key Laboratory of Solar Energy Efficient Utilization and Energy Storage Operation Control
Chen WANG
Hubei Key Laboratory of Solar Energy Efficient Utilization and Energy Storage Operation Control
Xinrui ZHU
Hubei Key Laboratory of Solar Energy Efficient Utilization and Energy Storage Operation Control
Guisheng LIAO
Xidian University
Zhangqing HE
Hubei Key Laboratory of Solar Energy Efficient Utilization and Energy Storage Operation Control
Keyword
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Hong LI, Wenjun CAO, Chen WANG, Xinrui ZHU, Guisheng LIAO, Zhangqing HE, "FOM-CDS PUF: A Novel Configurable Dual State Strong PUF Based on Feedback Obfuscation Mechanism against Modeling Attacks" in IEICE TRANSACTIONS on Fundamentals,
vol. E106-A, no. 10, pp. 1311-1321, October 2023, doi: 10.1587/transfun.2022EAP1151.
Abstract: The configurable Ring oscillator Physical unclonable function (CRO PUF) is the newly proposed strong PUF based on classic RO PUF, which can generate exponential Challenge-Response Pairs (CRPs) and has good uniqueness and reliability. However, existing proposals have low hardware utilization and vulnerability to modeling attacks. In this paper, we propose a Novel Configurable Dual State (CDS) PUF with lower overhead and higher resistance to modeling attacks. This structure can be flexibly transformed into RO PUF and TERO PUF in the same topology according to the parity of the Hamming Weight (HW) of the challenge, which can achieve 100% utilization of the inverters and improve the efficiency of hardware utilization. A feedback obfuscation mechanism (FOM) is also proposed, which uses the stable count value of the ring oscillator in the PUF as the updated mask to confuse and hide the original challenge, significantly improving the effect of resisting modeling attacks. The proposed FOM-CDS PUF is analyzed by building a mathematical model and finally implemented on Xilinx Artix-7 FPGA, the test results show that the FOM-CDS PUF can effectively resist several popular modeling attack methods and the prediction accuracy is below 60%. Meanwhile it shows that the FOM-CDS PUF has good performance with uniformity, Bit Error Rate at different temperatures, Bit Error Rate at different voltages and uniqueness of 53.68%, 7.91%, 5.64% and 50.33% respectively.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.2022EAP1151/_p
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@ARTICLE{e106-a_10_1311,
author={Hong LI, Wenjun CAO, Chen WANG, Xinrui ZHU, Guisheng LIAO, Zhangqing HE, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={FOM-CDS PUF: A Novel Configurable Dual State Strong PUF Based on Feedback Obfuscation Mechanism against Modeling Attacks},
year={2023},
volume={E106-A},
number={10},
pages={1311-1321},
abstract={The configurable Ring oscillator Physical unclonable function (CRO PUF) is the newly proposed strong PUF based on classic RO PUF, which can generate exponential Challenge-Response Pairs (CRPs) and has good uniqueness and reliability. However, existing proposals have low hardware utilization and vulnerability to modeling attacks. In this paper, we propose a Novel Configurable Dual State (CDS) PUF with lower overhead and higher resistance to modeling attacks. This structure can be flexibly transformed into RO PUF and TERO PUF in the same topology according to the parity of the Hamming Weight (HW) of the challenge, which can achieve 100% utilization of the inverters and improve the efficiency of hardware utilization. A feedback obfuscation mechanism (FOM) is also proposed, which uses the stable count value of the ring oscillator in the PUF as the updated mask to confuse and hide the original challenge, significantly improving the effect of resisting modeling attacks. The proposed FOM-CDS PUF is analyzed by building a mathematical model and finally implemented on Xilinx Artix-7 FPGA, the test results show that the FOM-CDS PUF can effectively resist several popular modeling attack methods and the prediction accuracy is below 60%. Meanwhile it shows that the FOM-CDS PUF has good performance with uniformity, Bit Error Rate at different temperatures, Bit Error Rate at different voltages and uniqueness of 53.68%, 7.91%, 5.64% and 50.33% respectively.},
keywords={},
doi={10.1587/transfun.2022EAP1151},
ISSN={1745-1337},
month={October},}
Copy
TY - JOUR
TI - FOM-CDS PUF: A Novel Configurable Dual State Strong PUF Based on Feedback Obfuscation Mechanism against Modeling Attacks
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1311
EP - 1321
AU - Hong LI
AU - Wenjun CAO
AU - Chen WANG
AU - Xinrui ZHU
AU - Guisheng LIAO
AU - Zhangqing HE
PY - 2023
DO - 10.1587/transfun.2022EAP1151
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E106-A
IS - 10
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - October 2023
AB - The configurable Ring oscillator Physical unclonable function (CRO PUF) is the newly proposed strong PUF based on classic RO PUF, which can generate exponential Challenge-Response Pairs (CRPs) and has good uniqueness and reliability. However, existing proposals have low hardware utilization and vulnerability to modeling attacks. In this paper, we propose a Novel Configurable Dual State (CDS) PUF with lower overhead and higher resistance to modeling attacks. This structure can be flexibly transformed into RO PUF and TERO PUF in the same topology according to the parity of the Hamming Weight (HW) of the challenge, which can achieve 100% utilization of the inverters and improve the efficiency of hardware utilization. A feedback obfuscation mechanism (FOM) is also proposed, which uses the stable count value of the ring oscillator in the PUF as the updated mask to confuse and hide the original challenge, significantly improving the effect of resisting modeling attacks. The proposed FOM-CDS PUF is analyzed by building a mathematical model and finally implemented on Xilinx Artix-7 FPGA, the test results show that the FOM-CDS PUF can effectively resist several popular modeling attack methods and the prediction accuracy is below 60%. Meanwhile it shows that the FOM-CDS PUF has good performance with uniformity, Bit Error Rate at different temperatures, Bit Error Rate at different voltages and uniqueness of 53.68%, 7.91%, 5.64% and 50.33% respectively.
ER -
English
