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Automated Exploration of Homomorphic Encryption Scheme Input Parameters  

Cyrielle Feron 1 Loïc Lagadec 1 Vianney Lapotre 2
1 Lab-STICC_ENSTAB_ CACS_MOCS
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
2 Lab-STICC_UBS_CACS_MOCS
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
Abstract : Homomorphic Encryption (HE) aims to perform computations on encrypted data. Still in research stage, a lot of HE schemes have been created but their comparison remains costly as execution exhibits prohibitive costs. PAnTHErS is a HE schemes modeler. Modeling with a common formalism allows the evaluation of input parameters variation impact on performances of a HE scheme execution i.e. on its execution time and its memory cost. However, choosing a values interval that makes sense during the exploration phase still requires high expertise. This may prevent the tool from a large adoption by novice users. In this paper, we remind functionalities of PAnTHErS and present an automated exploration method. This exploration method will offer designers a simplified access to PAnTHErS functionalities.
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https://hal.archives-ouvertes.fr/hal-02960569
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Submitted on : Sunday, October 18, 2020 - 12:23:36 PM
Last modification on : Tuesday, November 10, 2020 - 9:27:20 AM

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Cyrielle Feron, Loïc Lagadec, Vianney Lapotre. Automated Exploration of Homomorphic Encryption Scheme Input Parameters  . Journal of Information Security and Applications, 2020, 55, pp.102627. ⟨10.1016/j.jisa.2020.102627⟩. ⟨hal-02960569v2⟩

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