Lejla Batina

BarraCUDA: Edge GPUs do Leak DNN Weights
Peter Horvath, Łukasz Chmielewski, Léo Weissbart, Lejla Batina and Yuval Yarom,
Proceedings of the 34th USENIX Security Symposium, USENIX Association, 2025.
Keywords: side-channel, neural networks, gpus, sca, paper website, BibTeX

@InProceedings{2025-usenixsecurity-horvath,
  title = {BarraCUDA: Edge GPUs do Leak DNN Weights},
  author = {Peter Horvath and Łukasz Chmielewski and Léo Weissbart and Lejla Batina and Yuval Yarom},
  booktitle = {Proceedings of the 34th USENIX Security Symposium},
  publisher = {USENIX Association},
  year = {2025},
  url = {https://www.usenix.org/conference/usenixsecurity25/presentation/horvath},
  keywords = {side-channel, neural networks, GPUs, sca},
}

CNN architecture extraction on edge GPU
Péter Horváth, Lukasz Chmielewski, Lejla Batina, Léo Weissbart and Yuval Yarom,
Artificial Intelligence in Hardware Security (AIHWS) Workshop affiliated with ACNS, Springer Nature, 2024.
Keywords: side-channel, BibTeX

@InProceedings{2024-aihws-horvath,
  title = {{CNN} architecture extraction on edge {GPU}},
  author = {Péter Horváth and Lukasz Chmielewski and Lejla Batina and Léo Weissbart and Yuval Yarom},
  booktitle = {Artificial Intelligence in Hardware Security (AIHWS) Workshop affiliated with ACNS},
  publisher = {Springer Nature},
  year = {2024},
  keywords = {side-channel},
}

SoK: SCA-secure ECC in software - mission impossible?
Lejla Batina, Lukasz Chmielewski, Björn Haase, Niels Samwel and Peter Schwabe,
IACR Trans. Cryptogr. Hardw. Embed. Syst., 2023, 557–589.
Keywords: ecc, side-channel, DOI website, BibTeX

@Article{2023-ches-sok,
  title = {SoK: SCA-secure {ECC} in software - mission impossible?},
  author = {Lejla Batina and Lukasz Chmielewski and Björn Haase and Niels Samwel and Peter Schwabe},
  journal = {{IACR} Trans. Cryptogr. Hardw. Embed. Syst.},
  volume = {2023},
  number = {1},
  pages = {557--589},
  year = {2023},
  doi = {10.46586/TCHES.V2023.I1.557-589},
  keywords = {ECC, side-channel},
}