Towards trustworthy and private keyword search in encrypted decentralized storage

Chengjun Cai, Xingliang Yuan, Cong Wang
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引用次数: 53

Abstract

Emerging decentralized storage services such as Storj and Filecoin show promise as a new paradigm for data outsourcing. These services tie cryptocurrency to personal storage resources and leverage blockchain technology to ensure data integrity in distributed networks. Compared to current cloud storage, they are expected to be more scalable, cost effective, and secure. In addition to the features above, strong guarantees of data privacy are seriously desired due to today's prevalent data leak and abuse incidents. However, simply using end-to-end encryption limits the search capability and thus will degrade the user experience. In this paper, we propose an encrypted decentralized storage architecture that can support trustworthy and private keyword search functions. We start from searchable encryption to achieve search on encrypted data. Yet, only adopting this primitive is not sufficient to address particular threats in our target decentralized service model. Service peers would maliciously return incorrect results, while user peers would fraudulently refuse to pay service fees. To resolve those threats, we devise specific secure data addition and keyword search protocols to enable client-side verifiability and blockchain based fair judgments on the search results. For practical considerations, we integrate an efficient dynamic searchable encryption scheme to our protocols as an instantiation to lower the blockchain overhead. Our security and performance analysis indicates the advance of the proposed architecture.
在去中心化加密存储中实现可信和私有关键字搜索
新兴的去中心化存储服务,如Storj和Filecoin,有望成为数据外包的新范式。这些服务将加密货币与个人存储资源联系起来,并利用区块链技术确保分布式网络中的数据完整性。与当前的云存储相比,它们有望具有更高的可扩展性、成本效益和安全性。除了上述功能之外,由于当今普遍存在的数据泄露和滥用事件,我们迫切需要对数据隐私进行强有力的保证。然而,简单地使用端到端加密限制了搜索功能,从而降低了用户体验。在本文中,我们提出了一种加密的分散存储架构,可以支持可信和私有关键字搜索功能。我们从可搜索加密开始,实现对加密数据的搜索。然而,仅采用此原语不足以解决我们的目标分散服务模型中的特定威胁。服务节点会恶意返回错误的结果,而用户节点会欺诈性地拒绝支付服务费。为了解决这些威胁,我们设计了特定的安全数据添加和关键字搜索协议,以实现客户端可验证性和基于区块链的对搜索结果的公平判断。出于实际考虑,我们将一个高效的动态可搜索加密方案集成到我们的协议中,作为实例来降低区块链开销。我们的安全性和性能分析表明了所建议架构的先进性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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