Foundations of Programmable Secure Computation

Author:

Laur SvenORCID,Pullonen-Raudvere PilleORCID

Abstract

This paper formalises the security of programmable secure computation focusing on simplifying security proofs of new algorithms for existing computation frameworks. Security of the frameworks is usually well established but the security proofs of the algorithms are often more intuitive than rigorous. This work specifies a transformation from the usual hybrid execution model to an abstract model that is closer to the intuition. We establish various preconditions that are satisfied by natural secure computation frameworks and protocols, thus showing that mostly the intuitive proofs suffice. More elaborate protocols might still need additional proof details.

Funder

Estonian Personal Research Grant

Publisher

MDPI AG

Subject

Applied Mathematics,Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Software

Reference57 articles.

1. Sharemind: A Framework for Fast Privacy-Preserving Computations

2. Multiparty Computation from Somewhat Homomorphic Encryption

3. FRESCO—A Framework for Efficient Secure Computationhttp://github.com/aicis/fresco

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