FPGA-based Physical Unclonable Functions: A comprehensive overview of theory and architectures

NN Anandakumar, MS Hashmi, M Tehranipoor - Integration, 2021 - Elsevier
Abstract Physically Unclonable Functions (PUFs) are a promising technology and have
been proposed as central building blocks in many cryptographic protocols and security …

Machine-learning attacks on polypufs, ob-pufs, rpufs, lhs-pufs, and puf–fsms

J Delvaux - IEEE Transactions on Information Forensics and …, 2019 - ieeexplore.ieee.org
A physically unclonable function (PUF) is a circuit of which the input-output behavior is
designed to be sensitive to the random variations of its manufacturing process. This building …

Approximation attacks on strong PUFs

J Shi, Y Lu, J Zhang - … transactions on computer-aided design of …, 2019 - ieeexplore.ieee.org
Physical unclonable function (PUF) is a promising lightweight hardware security primitive for
resource-constrained systems. It can generate a large number of challenge-response pairs …

CT PUF: Configurable tristate PUF against machine learning attacks for IoT security

J Zhang, C Shen, Z Guo, Q Wu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Physical unclonable function (PUF) is a promising lightweight hardware security primitive for
resource-limited Internet-of-Things (IoT) devices. Strong PUFs are suitable for lightweight …

Flam-puf: A response–feedback-based lightweight anti-machine-learning-attack puf

L Wu, Y Hu, K Zhang, W Li, X Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Physical unclonable functions (PUFs) have been adopted in many resource-constrained
Internet of Things (IoT) applications to provide effective and lightweight solutions for device …

Reliable and modeling attack resistant authentication of arbiter PUF in FPGA implementation with trinary quadruple response

SS Zalivaka, AA Ivaniuk… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Field programmable gate array (FPGA) is a potential hotbed for malicious and counterfeit
hardware infiltration. Arbiter-based physical unclonable function (A-PUF) has been widely …

Homogeneous and heterogeneous feed-forward XOR physical unclonable functions

SVS Avvaru, Z Zeng, KK Parhi - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Physical unclonable functions (PUFs) are hardware security primitives that are used for
device authentication and cryptographic key generation. Standard XOR PUFs typically …

Set-based obfuscation for strong PUFs against machine learning attacks

J Zhang, C Shen - IEEE transactions on circuits and systems I …, 2020 - ieeexplore.ieee.org
Strong physical unclonable function (PUF) is a promising solution for device authentication
in resource-constrained applications but vulnerable to machine learning (ML) attacks. In …

DC-PUF: Machine learning-resistant PUF-based authentication protocol using dependency chain for resource-constraint IoT devices

A Sajadi, A Shabani, B Alizadeh - Journal of Network and Computer …, 2023 - Elsevier
Abstract The Physical Unclonable Function (PUF) is a hardware block which exploits the
inherent process variations introduced during manufacturing to assign a unique fingerprint …

A machine learning attack resistant multi-PUF design on FPGA

Q Ma, C Gu, N Hanley, C Wang, W Liu… - 2018 23rd Asia and …, 2018 - ieeexplore.ieee.org
Current approaches for building physical unclonable function (PUF) designs resistant to
machine learning attacks often suffer from large resource overhead and are typically difficult …