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区块链上基于B+树索引结构的密文排序搜索方案
引用本文:牛淑芬,王金风,王伯彬,贾向东,杜小妮.区块链上基于B+树索引结构的密文排序搜索方案[J].电子与信息学报,2019,41(10):2409-2415.
作者姓名:牛淑芬  王金风  王伯彬  贾向东  杜小妮
作者单位:西北师范大学计算机科学与工程学院 兰州 730070;西北师范大学数学与统计学院 兰州 730070
基金项目:国家自然科学基金;国家自然科学基金;国家自然科学基金;国家自然科学基金;西北师范大学青年教师科研提升计划;甘肃省杰出青年项目
摘    要:为了克服云存储不可信及云存储中密文检索效率低的问题,该文提出区块链上基于B+树的密文排序可搜索加密方案。该方案结合区块链技术解决了在互不了解的多方建立可靠信任的问题;使用向量空间模型降低了文本的复杂性实现了高效的文本检索系统;采用B+树的索引结构提高了区块链上密文交易的检索速度;利用加权统计(TF-IDF)算法实现了多关键词查询结果的排序。在随机预言机模型下,证明该方案是适应性不可区分安全的,通过效率对比分析,表明该方案在区块链上实现了高效的密文检索。

关 键 词:云存储    区块链    B+树    排序搜索
收稿时间:2019-01-15

Ciphertext Sorting Search Scheme Based on B+ Tree Index Structure on Blockchain
Shufen NIU,Jinfeng WANG,Bobin WANG,Xiangdong JIA,Xiaoni DU.Ciphertext Sorting Search Scheme Based on B+ Tree Index Structure on Blockchain[J].Journal of Electronics & Information Technology,2019,41(10):2409-2415.
Authors:Shufen NIU  Jinfeng WANG  Bobin WANG  Xiangdong JIA  Xiaoni DU
Institution:1.School of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China2.College of Mathematics and Statistics, Northwest Normal University, Lanzhou 730070, china
Abstract:In order to overcome the problem that cloud storage is not trusted and the low efficiency of ciphertext retrieval in cloud storage, a searchable ciphertext sorting encryption scheme based on B+ tree on the block chain is proposed. Combined with the blockchain technology, the problem of establishing reliable trust in multiple parties that do not understand each other is solved. A vector space model is used to reduce the complexity of the text and an efficient text retrieval system is implemented. The index structure of the B+ tree is used to improve the retrieval of ciphertext transactions on the blockchain. The ranking of multi-keyword query results is realized by the Term?Frequency–Inverse?Document?Frequency (TF-IDF) algorithm. Under the random oracle model, it is proved that the scheme is adaptive and indistinguishable. Through the comparative analysis of efficiency, it is shown that the scheme achieves efficient ciphertext retrieval on the blockchain.
Keywords:
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