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MAGE: Nearly Zero-Cost Virtual Memory for Secure Computation. (arXiv:2106.14651v2 [cs.OS] UPDATED)
Oct. 31, 2022, 1:20 a.m. | Sam Kumar, David E. Culler, Raluca Ada Popa
cs.CR updates on arXiv.org arxiv.org
Secure Computation (SC) is a family of cryptographic primitives for computing
on encrypted data in single-party and multi-party settings. SC is being
increasingly adopted by industry for a variety of applications. A significant
obstacle to using SC for practical applications is the memory overhead of the
underlying cryptography. We develop MAGE, an execution engine for SC that
efficiently runs SC computations that do not fit in memory. We observe that,
due to their intended security guarantees, SC schemes are inherently …
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