Evaluation Methods for PUF

Attacking Delay-based PUFs with Minimal Adversary Model

Authors: Hongming Fei, Owen Millwood, Prosanta Gope, Jack Miskelly, Biplab Sikdar | Published: 2024-03-01
Evaluation Methods for PUF
Model Performance Evaluation
Attack Method

CycPUF: Cyclic Physical Unclonable Function

Authors: Michael Dominguez, Amin Rezaei | Published: 2024-02-12
FPGA
Evaluation Methods for PUF
Watermark Evaluation

Machine Learning Resistant Amorphous Silicon Physically Unclonable Functions (PUFs)

Authors: Velat Kilic, Neil Macfarlane, Jasper Stround, Samuel Metais, Milad Alemohammad, A. Brinton Cooper, Amy C. Foster, Mark A. Foster | Published: 2024-02-05
Evaluation Methods for PUF
Deep Learning Method
Linear Regression

Breaking XOR Arbiter PUFs without Reliability Information

Authors: Niloufar Sayadi, Phuong Ha Nguyen, Marten van Dijk, Chenglu Jin | Published: 2023-12-03
Evaluation Methods for PUF
Watermarking
Attack Method

Active learning for fast and slow modeling attacks on Arbiter PUFs

Authors: Vincent Dumoulin, Wenjing Rao, Natasha Devroye | Published: 2023-08-25
Evaluation Methods for PUF
Active Learning
Machine Learning Method

A New Security Boundary of Component Differentially Challenged XOR PUFs Against Machine Learning Modeling Attacks

Authors: Gaoxiang Li, Khalid T. Mursi, Ahmad O. Aseeri, Mohammed S. Alkatheiri, Yu Zhuang | Published: 2022-06-02
Evaluation Methods for PUF
Security Assurance
Training Protocol