Leakage Estimation for Physical Unclonable Functions
Title: |
Leakage Estimation for Physical Unclonable Functions |
DNr: |
LiU-gpu-2024-5 |
Project Type: |
LiU Compute |
Principal Investigator: |
Onur Günlü <onur.gunlu@liu.se> |
Affiliation: |
Linköpings universitet |
Duration: |
2024-04-18 – 2025-05-01 |
Classification: |
20299 |
Keywords: |
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Abstract
This is a master's project that has no direct commercial purpose. We will use polar codes and neural leakage estimators to generate secret keys from digital circuits.
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Our project uses Deep Neural Networks to estimate the entropy and mutual information of multivariate binary random variables.