LevioSA: Lightweight Secure Arithmetic Computation

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, pp. 327-344, 2019.

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Abstract:

We study the problem of secure two-party computation of arithmetic circuits in the presence of active ("malicious") parties. This problem is motivated by privacy-preserving numerical computations, such as ones arising in the context of machine learning training and classification, as well as in threshold cryptographic schemes. In this wor...More

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