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View Code? Open in Web Editor NEWCode for Crypto 2019 paper https://eprint.iacr.org/2019/132
License: GNU General Public License v3.0
Code for Crypto 2019 paper https://eprint.iacr.org/2019/132
License: GNU General Public License v3.0
date: June 2019 author: Olivier Bronchain contact: [email protected] Institute: UCLouvain Crypto Group eprint: https://eprint.iacr.org/2019/132 REQUIREMENTS: This code is written in Python3 and is mainly based on Numpy1.14 and Scipy1.1 running on a Linux distribution. The required packages are: - numpy - scipy - matplotlib - tqdm These can be installed by running: # sudo pip install numpy matplotlib tqdm scipy USAGE: The code can be use to generate the simulations used in the paper "Leakage Certification Revisited: Bounding Model Errors in Side-Channel Security Evaluations" published at Crypto 2019. The parameters can be changed in main.py and have the following usage: -D - number of shares -var - if a matrix, covariance matrix. if scalar, independent noise with variance var -Nk - Size of the secret space (i.e. 256 for 8 bits secrets) -serial - Leakage of the shares in different dimensions Once the desired parameters are set, one can start the script with: python3 main.py FILES DESCRIPTION Leakage_generation.py - Generates leakage samples MI_computations.py - Actual MI computation Models.py - PDFs estimators main.py - Main script setting the parameters
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