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CNRS
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Post-doctoral Researcher in PUF and TRNG Security CNRS in France
Degree Level
Postdoc
Field of study
Computer Science
Funding
Available
Deadline
Dec 1, 2026
Country
France
University
CNRS
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About this position
This postdoctoral project at CNRS focuses on the security evaluation of nondeterministic hardware primitives, especially Physical Unclonable Functions (PUF) and True Random Number Generators (TRNG) based on emerging spintronic technologies.
The recruited researcher will develop a predictive methodology to characterize and estimate the security, reliability, and robustness of these devices by combining physical device modeling, machine learning, and experimental validation. The work emphasizes the effects of process, voltage, and temperature variations, as well as aging and physical attacks, on the security properties of the primitives.
The research activities include stochastic modeling of spintronic variability, the use of surrogate and multi-fidelity learning approaches, quantitative assessment of entropy, uniqueness, temporal stability, predictability, and robustness, and experimental campaigns to compare model predictions with measurements. The project also involves studying resilience against machine-learning attacks, side-channel analysis, and fault injection, while building a reproducible toolchain for evaluating future hardware security primitives.
The position is based at the LIRMM within the Arthemis team, and is part of the Arsène project on sovereign hardware and software security solutions. The postdoctoral researcher will work in an environment that connects specialists in stochastic MTJs, hardware random number generators, and hardware security architectures across the laboratory and the broader project consortium.
Funding details
Available
How to apply
Apply via the provided official job portal link. Submit the requested application materials through the application page before the deadline.
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Review drafts and confirm requirements with the university.
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.