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Publications

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Book Chapter
Lerman L, Medeiros SF, Bontempi G, Markowitch O. A Machine Learning Approach Against a Masked AES. In: Francillon A, Rohatgi P Smart Card Research and Advanced Applications. Smart Card Research and Advanced Applications. ; p. 61-75.
Lerman L, Bontempi G, Markowitch O. Side channel attack: an approach based on machine learning.
Lerman L, Bontempi G, Ben Taieb S, Markowitch O. A Time Series Approach for Profiling Attack. In: Gierlichs B, Guilley S, Mukhopadhyay D Security, Privacy, and Applied Cryptography Engineering. Vol. 8204. Security, Privacy, and Applied Cryptography Engineering. ; 2013. p. 75-94.
Journal Article
Lerman L, Bontempi G, Markowitch O. The bias-variance decomposition in profiled attacks. Journal of Cryptographic Engineering [Internet]. 2015:1-13.
Lerman L, Bontempi G, Markowitch O. A machine learning approach against a masked AES. Journal of Cryptographic Engineering. 2014:1-17.
Lerman L, Bontempi G, Markowitch O. A machine learning approach against a masked AES - Reaching the limit of side-channel attacks with a learning model. J. Cryptographic Engineering [Internet]. 2015:123–139.
Lerman L, Bontempi G, Markowitch O. Power analysis attack: an approach based on machine learning. International Journal of Applied Cryptography. 2014:97-115.

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