Revisiting Mutual Information Analysis: Multidimensionality, Neural Estimation and Optimality Proofs

Author:

Cristiani Valence,Lecomte Maxime,Maurine Philippe

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computer Science Applications,Software

Reference36 articles.

1. M.I. Belghazi, A. Baratin, S. Rajeswar, S. Ozair, Y. Bengio, A. Courville, R. Devon Hjelm, Mine: Mutual information neural estimation (2018)

2. E. Brier, C. Clavier, F. Olivier, Correlation power analysis with a leakage model, in Marc Joye and Jean-Jacques Quisquater, editors, Cryptographic Hardware and Embedded Systems - CHES 2004 (Springer, Berlin, Heidelberg, 2004)

3. L. Batina, B. Gierlichs, E. Prouff, M. Rivain, F.-X. Standaert, N. Veyrat-Charvillon, Mutual information analysis: A comprehensive study. J. Cryptol. 24(2), 269–291 (2011)

4. R. Benadjila, E. Prouff, R. Strullu, E. Cagli, C. Dumas, Study of deep learning techniques for side-channel analysis and introduction to ascad database (ANSSI, France & CEA, LETI, MINATEC Campus, France, 2018)

5. J. Normand, Beaudry and Renato Renner. An intuitive proof of the data processing inequality (2012)

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