Mutual Information Analysis: a Comprehensive Study

  title={Mutual Information Analysis: a Comprehensive Study},
  author={Lejla Batina and Benedikt Gierlichs and Emmanuel Prouff and Matthieu Rivain and François-Xavier Standaert and Nicolas Veyrat-Charvillon},
  journal={Journal of Cryptology},
Mutual Information Analysis is a generic side-channel distinguisher that has been introduced at CHES 2008. It aims to allow successful attacks requiring minimum assumptions and knowledge of the target device by the adversary. In this paper, we compile recent contributions and applications of MIA in a comprehensive study. From a theoretical point of view, we carefully discuss its statistical properties and relationship with probability density estimation tools. From a practical point of view, we… CONTINUE READING
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