HElium: A Language and Compiler for Fully Homomorphic Encryption with Support for Proxy Re-Encryption

Privacy-preserving analysis of confidential data can increase the value of such data and even improve peoples' lives. Fully homomorphic encryption (FHE) can enable privacy-preserving analysis. However, FHE adds a large amount of computational overhead and its efficient use requires a high level...

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Veröffentlicht in:	arXiv.org 2023-12
Hauptverfasser:	Günther, Mirko, Schütze, Lars, Becher, Kilian, Strufe, Thorsten, Castrillon, Jeronimo
Format:	Artikel
Sprache:	eng
Schlagworte:	Circuits Compilers Cryptography Data conversion Domain specific languages Empirical analysis Helium Medical research Parameterization Privacy
Online-Zugang:	Volltext
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