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Improved Security for a Ring-Based Fully Homomorphic Encryption Scheme

机译:基于环的全同态加密方案的改进的安全性

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In 1996, Hoffstein, Pipher and Silverman introduced an efficient lattice based encryption scheme dubbed NTRUEncrypt. Unfortunately, this scheme lacks a proof of security. However, in 2011, Stehle and Steinfeld showed how to modify NTRUEncrypt to reduce security to standard problems in ideal lattices. In 2012, Lopez-Alt, Tromer and Vaikuntanathan proposed a fully homomorphic scheme based on this modified system. However, to allow homomorphic operations and prove security, a non-standard assumption is required. In this paper, we show how to remove this non-standard assumption via techniques introduced by Brakerski and construct a new fully homomorphic encryption scheme from the Stehle and Steinfeld version based on standard lattice assumptions and a circular security assumption. The scheme is scale-invariant and therefore avoids modulus switching and the size of ciphertexts is one ring element. Moreover, we present a practical variant of our scheme, which is secure under stronger assumptions, along with parameter recommendations and promising implementation results. Finally, we present an approach for encrypting larger input sizes by extending ciphertexts to several ring elements via the CRT on the message space.
机译:1996年,霍夫斯坦(Hoffstein),皮弗(Pipher)和西尔弗曼(Silverman)推出了一种有效的基于格的加密方案,称为NTRUEncrypt。不幸的是,该方案缺乏安全性证明。但是,在2011年,Stehle和Steinfeld展示了如何修改NTRUEncrypt来降低针对理想晶格中标准问题的安全性。在2012年,Lopez-Alt,Tromer和Vaikuntanathan提出了一种基于该改进系统的完全同构方案。但是,为了允许同构操作并证明安全性,需要一个非标准的假设。在本文中,我们展示了如何通过Brakerski引入的技术来消除此非标准假设,并基于标准晶格假设和循环安全性假设,从Stehle和Steinfeld版本构造新的完全同态加密方案。该方案是尺度不变的,因此避免了模数转换,并且密文的大小是一个环元素。此外,我们提出了该方案的一种实用变体,它在更强的假设条件下是安全的,并带有参数建议和有希望的实施结果。最后,我们提出了一种通过在消息空间上通过CRT将密文扩展到几个环元素来对较大的输入大小进行加密的方法。

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