Preprocessed dataset for the paper "Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis"
DOI:10.4121/21950588.v1
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DOI: 10.4121/21950588
DOI: 10.4121/21950588
Datacite citation style
Jaehun Kim; Stjepan Picek; Annelie Heuser; Shivam Bhasin; Hanjalic, A. (Alan) (2023): Preprocessed dataset for the paper "Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis". Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/21950588.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
Dataset
Preprocessed dataset for the paper "Make some noise. unleashing the power of convolutional neural networks for profiled side-channel analysis"
This entry contains the preprocessed dataset in NumPy binary format. The dataset is derived from 4 different datasets:
- http://www.dpacontest.org/v4/
- https://github.com/AESHD/AES_HD_Dataset
- https://github.com/ikizhvatov/randomdelays-traces
- https://github.com/ANSSI-FR/ASCAD
The dataset is specifically processed to run the experimental routine provided in the separate repository.
Contributors
Stjepan Picek
Annelie Heuser
Shivam Bhasin
Alan Hanjalic
History
- 2023-01-27 first online, published, posted
Publisher
4TU.ResearchDataFormat
*.npyAssociated peer-reviewed publication
Make Some Noise. Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel AnalysisOrganizations
TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Intelligent SystemsDATA
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