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Article Dans Une Revue Journal of Information Security and Applications Année : 2020

Automated Exploration of Homomorphic Encryption Scheme Input Parameters  

Cyrielle Feron
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Loïc Lagadec
Vianney Lapotre

Résumé

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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Dates et versions

hal-02960569 , version 1 (08-10-2020)
hal-02960569 , version 2 (18-10-2020)

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Citer

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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