The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. Picek, S., Heuser, A., Jovic, A., Bhasin, S., & Regazzoni, F. IACR Trans. Cryptogr. Hardw. Embed. Syst., 2019(1):209–237, 2019.
The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations [link]Paper  doi  bibtex   
@article{DBLP:journals/tches/PicekHJBR19,
  author    = {Stjepan Picek and
               Annelie Heuser and
               Alan Jovic and
               Shivam Bhasin and
               Francesco Regazzoni},
  title     = {The Curse of Class Imbalance and Conflicting Metrics with Machine
               Learning for Side-channel Evaluations},
  journal   = {{IACR} Trans. Cryptogr. Hardw. Embed. Syst.},
  volume    = {2019},
  number    = {1},
  pages     = {209--237},
  year      = {2019},
  url       = {https://doi.org/10.13154/tches.v2019.i1.209-237},
  doi       = {10.13154/tches.v2019.i1.209-237},
  timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/tches/PicekHJBR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

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