当前位置: X-MOL 学术J. Inf. Secur. Appl. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Automated exploration of homomorphic encryption scheme input parameters
Journal of Information Security and Applications ( IF 5.6 ) Pub Date : 2020-10-17 , DOI: 10.1016/j.jisa.2020.102627
Cyrielle Feron , Loïc Lagadec , Vianney Lapôtre

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.



中文翻译:

自动探索同态加密方案输入参数

同态加密(HE)旨在对加密数据执行计算。仍处于研究阶段,已经创建了许多HE方案,但由于执行成本高昂,它们的比较仍然很昂贵。PAnTHErS是HE计划建模者。使用通用形式主义进行建模可以评估输入参数变化对HE方案执行性能的影响,对其执行时间和存储成本的影响。但是,选择在勘探阶段有意义的值区间仍需要很高的专业知识。这可能会阻止该工具被新手广泛采用。在本文中,我们提醒了PAnTHErS的功能,并提出了一种自动探索方法。这种探索方法将为设计人员提供对PAnTHErS功能的简化访问。

更新日期:2020-10-30
down
wechat
bug