The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations

Stjepan Picek, Annelie Heuser, Alan Jovic, Shivam Bhasin, Francesco Regazzoni. The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019(1):209-237, 2019. [doi]

@article{PicekHJBR19,
  title = {The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations},
  author = {Stjepan Picek and Annelie Heuser and Alan Jovic and Shivam Bhasin and Francesco Regazzoni},
  year = {2019},
  doi = {10.13154/tches.v2019.i1.209-237},
  url = {https://doi.org/10.13154/tches.v2019.i1.209-237},
  researchr = {https://researchr.org/publication/PicekHJBR19},
  cites = {0},
  citedby = {0},
  journal = {IACR Trans. Cryptogr. Hardw. Embed. Syst.},
  volume = {2019},
  number = {1},
  pages = {209-237},
}