Mar 10, 2022 · We propose multiclass classification-based SCA hybrid attacks to model strong PUFs with complex structures. When provided with CSPs, the ...
Mar 9, 2022 · We propose multiclass classification-based SCA hybrid attacks to model strong PUFs with complex structures. When provided with CSPs, the ...
We propose multiclass classification-based SCA hybrid attacks to model strong PUFs with complex structures.
Bibliographic details on Multiclass Classification-Based Side-Channel Hybrid Attacks on Strong PUFs.
Multiclass Classification-Based Side-Channel. Hybrid Attacks on Strong PUFs. Wei Liu , Ruiming Wang, Xuyan Qi, Liehui Jiang, and Jing Jing. Abstract— Physical ...
The ML attacks against strong PUFs can be divided into three categories according to the type of training data used: CRP-based ML attacks, SCI-based attacks and ...
Side channel attacks can also augment ML when the latter becomes computationally impractical to model more sophisticated enhanced strong PUF structures [62] . A ...
Sep 16, 2024 · The paper delivers a comprehensive evaluation of the MLA resistance of hybrid PUF structures and proposes the Transition Theorem.
The combination of machine-learning based modeling techniques with side channel information allows us to attack so-called XOR Arbiter PUFs and Lightweight ...
Missing: Multiclass Classification-
In this study, we investigate the ability of new Deep Learning (DL)-based technique as potential modeling attacks against more complicated PUF structures.