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Forward Private Searchable Symmetric Encryption with Optimized I/O Efficiency

机译:具有优化I / O的前向专用可搜索对称加密   效率

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摘要

Recently, several practical attacks raised serious concerns over the securityof searchable encryption. The attacks have brought emphasis on forward privacy,which is the key concept behind solutions to the adaptive leakage-exploitingattacks, and will very likely to become mandatory in the design of newsearchable encryption schemes. For a long time, forward privacy impliesinefficiency and thus most existing searchable encryption schemes do notsupport it. Very recently, Bost (CCS 2016) showed that forward privacy can beobtained without inducing a large communication overhead. However, Bost'sscheme is constructed with a relatively inefficient public key cryptographicprimitive, and has a poor I/O performance. Both of the deficienciessignificantly hinder the practical efficiency of the scheme, and prevent itfrom scaling to large data settings. To address the problems, we first presentFAST, which achieves forward privacy and the same communication efficiency asBost's scheme, but uses only symmetric cryptographic primitives. We thenpresent FASTIO, which retains all good properties of FAST, and further improvesI/O efficiency. We implemented the two schemes and compared their performancewith Bost's scheme. The experiment results show that both our schemes arehighly efficient, and FASTIO achieves a much better scalability due to itsoptimized I/O.
机译:最近,一些实际攻击引起了对可搜索加密安全性的严重关注。攻击已将重点放在前向隐私上,前向隐私是解决自适应泄漏利用攻击解决方案背后的关键概念,并且很可能在新的可搜索加密方案的设计中成为强制性的。长期以来,前向隐私意味着效率低下,因此大多数现有的可搜索加密方案都不支持它。 Bost(CCS 2016)最近表明,可以在不增加通信开销的情况下获得前向隐私。但是,Bost的方案是使用效率相对较低的公钥密码基元构造的,并且I / O性能较差。这两个缺陷都极大地阻碍了该方案的实际效率,并阻止了它扩展到大数据设置。为了解决这些问题,我们首先介绍FAST,它可以实现前向隐私并具有与Bost方案相同的通信效率,但是仅使用对称密码原语。然后,我们介绍FASTIO,它保留了FAST的所有良好特性,并进一步提高了I / O效率。我们实施了这两种方案,并将其性能与Bost方案进行了比较。实验结果表明,两种方案都是高效的,并且由于FASTIO的I / O优化,FASTIO的可伸缩性更好。

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