TY - DATA
T1 - Preprocessed dataset for the paper "Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis"
PY - 2023/01/27
AU - Jaehun Kim
AU - Stjepan Picek
AU - Annelie Heuser
AU - Shivam Bhasin
AU - A. (Alan) Hanjalic
UR - https://data.4tu.nl/articles/dataset/Preprocessed_dataset_for_the_paper_Make_some_noise_unleashing_the_power_of_convolutional_neural_networks_for_profiled_side-channel_analysis_/21950588/1
DO - 10.4121/21950588.v1
KW - Side-channel analysis
KW - Convolutional neural networks
KW - Machine Learning (ML)
KW - gaussian noise
N2 - <h3>Preprocessed dataset for the paper "Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis"</h3>
<p>This entry contains the preprocessed dataset in NumPy binary format. The dataset is derived from 4 different datasets:</p>
<ul>
  <li><a href="https://urldefense.com/v3/__http://www.dpacontest.org/v4/__;!!PAKc-5URQlI!8kiQPrI4Qkp61c66DSSP3urA3DDOGUNYBqBUqmd2dnbgEQtdEZ5RGagHhbm6ZQ4lPfq0P4nQ0Q3w6MQLscPhSi3iL9tWOc0$" target="_blank">http://www.dpacontest.org/v4/</a></li>
  <li><a href="https://urldefense.com/v3/__https://github.com/AESHD/AES_HD_Dataset__;!!PAKc-5URQlI!8kiQPrI4Qkp61c66DSSP3urA3DDOGUNYBqBUqmd2dnbgEQtdEZ5RGagHhbm6ZQ4lPfq0P4nQ0Q3w6MQLscPhSi3iaJriocQ$" target="_blank">https://github.com/AESHD/AES_HD_Dataset</a></li>
  <li><a href="https://urldefense.com/v3/__https://github.com/ikizhvatov/randomdelays-traces__;!!PAKc-5URQlI!8kiQPrI4Qkp61c66DSSP3urA3DDOGUNYBqBUqmd2dnbgEQtdEZ5RGagHhbm6ZQ4lPfq0P4nQ0Q3w6MQLscPhSi3iaXc32nQ$" target="_blank">https://github.com/ikizhvatov/randomdelays-traces</a></li>
  <li><a href="https://urldefense.com/v3/__https://github.com/ANSSI-FR/ASCAD__;!!PAKc-5URQlI!8kiQPrI4Qkp61c66DSSP3urA3DDOGUNYBqBUqmd2dnbgEQtdEZ5RGagHhbm6ZQ4lPfq0P4nQ0Q3w6MQLscPhSi3isTyPmCQ$" target="_blank">https://github.com/ANSSI-FR/ASCAD</a></li>
</ul>
<p>The dataset is specifically processed to run the experimental routine provided in the<a href="https://github.com/eldrin/sca-nn-noise" target="_blank"> separate repository.</a></p>
<h3>Contributors</h3>
<p><a href="https://data.4tu.nl/account/jaehun.j.kim@gmail.com" target="_blank">Jaehun Kim</a></p>
<p>Stjepan Picek</p>
<p>Annelie Heuser</p>
<p>Shivam Bhasin</p>
<p>Alan Hanjalic</p>
<p><br></p>
<p><br></p>
<p><br></p>
ER -