A New Research on Verifiable and Searchable Encryption Scheme Based on Blockchain

Zhong Kang, Maoning Wang
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Abstract

Cloud storage attracts more and more individuals and enterprises to outsource and store data on cloud servers due to its advantages of high efficiency, speed, low economic cost and on-demand access. Due to privacy requirements, data files need to be uploaded after being encrypted. Current searchable encryption technology enables retrieval of encrypted data, but lacks verification of searched results. In response to the above problem, this paper proposes a new searchable encryption scheme based on blockchain, which supports multi-keyword ranked search together with verification of searched results. Concretely, the scheme first encrypts the data and uploads it to the cloud server, then builds the index via blockchain. By calling the smart contracts to execute the search algorithm, the search result is returned to the user and the hash value is verified, which ensures the integrity and accuracy of the searched result. Secondly, by combining the vector space model and BM25 model to construct the index and query of encrypted data, the ranked search for multiple keywords is realized, in which the keyword balanced binary tree index is established to improve the retrieval efficiency. Experimental results show that the improved scheme has higher search accuracy while ensuring retrieval efficiency.
一种基于区块链的可验证可搜索加密方案研究
云存储以其高效、快速、经济成本低、按需访问等优势,吸引了越来越多的个人和企业将数据外包到云服务器上存储。由于隐私要求,数据文件上传时需要加密。目前的可搜索加密技术支持对加密数据的检索,但缺乏对搜索结果的验证。针对上述问题,本文提出了一种新的基于区块链的可搜索加密方案,该方案支持多关键字排序搜索并对搜索结果进行验证。具体来说,该方案首先对数据进行加密并上传到云服务器,然后通过区块链构建索引。通过调用智能合约执行搜索算法,将搜索结果返回给用户,并对哈希值进行验证,保证了搜索结果的完整性和准确性。其次,结合向量空间模型和BM25模型构建加密数据的索引和查询,实现多关键字的排序搜索,其中建立关键字平衡二叉树索引,提高检索效率;实验结果表明,改进方案在保证检索效率的同时,具有较高的检索精度。
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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