Homomorphic encryption and secure comparison

I. Damgård, M. Geisler, Mikkel Krøigaard
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引用次数: 214

Abstract

We propose a protocol for secure comparison of integers based on homomorphic encryption. We also propose a homomorphic encryption scheme that can be used in our protocol, makes it more efficient than previous solutions, and can also be used as the basis of efficient and general secure Multiparty Computation (MPC). We show how our comparison protocol can be used to improve security of online auctions, and demonstrate that it is efficient enough to be used in practice. For comparison of 16 bits numbers with security based on 1024 bits RSA (executed by two parties), our implementation takes 0.28 sec including all computation and communication. Using precomputation, one can save a factor of roughly 10.
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同态加密与安全比较
提出了一种基于同态加密的整数安全比较协议。我们还提出了一种可以在我们的协议中使用的同态加密方案,使其比以前的解决方案更有效,并且也可以用作高效和通用安全多方计算(MPC)的基础。我们展示了如何使用我们的比较协议来提高在线拍卖的安全性,并证明它足够有效,可以在实践中使用。将16位数字与基于1024位RSA(双方执行)的安全性进行比较,我们的实现需要0.28秒,包括所有计算和通信。使用预计算,可以节省大约10倍。
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