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Somewhat/Fully Homomorphic Encryption: Implementation Progresses and Challenges

Authors: Bonnoron, Guillaume; Fontaine, Caroline; Gogniat, Guy; Herbert, Vincent; Lapotre, Vianney; Migliore, Vincent; Roux-Langlois, Adeline;

Somewhat/Fully Homomorphic Encryption: Implementation Progresses and Challenges

Abstract

The proposed article aims, for readers, to learn about the existing e orts to secure and implement Somewhat/Fully Homomorphic Encryption ( (S/F)HE ) schemes and the problems to be tackled in order to progress toward their adoption. For that purpose, the article provides, at rst, a brief introduction regarding (S/F)HE. Then, it focuses on some practical issues related to the adoption of (S/F)HE schemes, i.e. the security parameters, the existing implementations and their limitations, and the management of the huge complexity caused by homomorphic calculation. These issues are analyzed with the help of recent related work published in the literature, and with the experience gained by the authors through their experiments.

Country
France
Keywords

Securtiy, Real World, Implementation, Data Privacy, Homomorphic Encryption, Homomorphic encryption, Confidentiality, [INFO.INFO-CR] Computer Science [cs]/Cryptography and Security [cs.CR], [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing

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download
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
10
Top 10%
Top 10%
Average
16
31
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