Published December 17, 2025 | Version v1
Dataset Open

Analysis Artefacts -- Double-Strike: Breaking Approximation-based Side-Channel Countermeasures for DNNs

Authors/Creators

  • 1. EDMO icon National Institute for Research in Computer and Control Sciences
  • 2. ROR icon Institut de Recherche en Informatique et Systèmes Aléatoires
  • 3. ROR icon Centre National de la Recherche Scientifique
  • 4. ROR icon CentraleSupélec

Contributors

  • 1. ROR icon Centre National de la Recherche Scientifique
  • 2. EDMO icon National Institute for Research in Computer and Control Sciences
  • 3. ROR icon Institut de Recherche en Informatique et Systèmes Aléatoires
  • 4. ROR icon CentraleSupélec
  • 5. ROR icon Laboratoire des Sciences et Techniques de l'Information de la Communication et de la Connaissance
  • 6. ROR icon Université de Bretagne Sud
  • 7. INSA Rennes
  • 8. ROR icon Université Rennes 1
  • 9. ROR icon Institut d'Électronique et des Technologies du numéRique

Description

# Analysis Artefacts for the Research Paper: "Double Strike: Breaking Approximation-based Side-Channel Countermeasures for DNNs"

This archive contains, for each studied implementation, the:

 - Side-channel traces;
 - Inputs;
 - Random values fed to the MACPruning mechanism to skip the non-important;
   weights (only for the protected implementation);
 - Sequence of executed MAC/important weights (only for the
   circumvented/protected implementation);
 - Parameters characterising each side-channel acquisition.

This archive complements the published code artefacts ("https://github.com/DoktorC/double-strike-host2026") for the paper
"Double Strike: Breaking Approximation-based Side-Channel Countermeasures for DNNs" (To appear in HOST 2026).

Files

Files (40.9 GB)

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md5:f812b1086cb21daf9abf80a53aecd45a
40.9 GB Download

Additional details

Related works

Is supplement to
Software: 10.5281/zenodo.17969535 (DOI)

Funding

Agence Nationale de la Recherche
ATTILA - Addressing securiTy Threats to artIficiaL intelligence in Approximate computing systems ANR-21-CE39-0018

Software

Repository URL
https://github.com/DoktorC/double-strike-host2026
Programming language
Python , C , Shell
Development Status
Concept