多云协作多源数据外包模型下的安全查询技术研究

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中文摘要
随着多云模式的充分发展以及面向云计算数据多源的重要特点,传统基于单云单源数据模型的安全查询技术,由于缺乏多云协作分布式查询机制,难以处理大规模多源数据集,也无法保证多源数据的安全性。本项目研究多云多源模型下安全、灵活、高效的多云协作分布式安全查询技术,是在新模型下对云安全查询技术的新探索。首先,从查询和安全两个角度,对多云多源模型下的安全查询技术进行准确建模,构建系统模型和安全模型。其次,提出全面保护多源数据安全,且支持多云协作查询的高性能索引加密和查询令牌加密方案,实现多云协作富语义安全查询。再次,提出面向多源异构访问控制策略的安全索引和查询令牌授权加密方案,实现安全和灵活的多云协作授权查询。最后,面向不可信多云环境,提出查询结果被动和主动验证机制,利用验证、定位和跟踪技术抑制云服务器的非法行为,保证查询结果的正确性和完整性。本项目对促进云安全查询研究领域的新发展具有重要的理论意义。
英文摘要
Cloud computing is a representative Multi-Tenancy service mode, which provides services for numerous cloud users. Recently, multi-cloud collaboration, which is an important and promising application paradigm, has been fully developed. Traditional secure search technologies based on single cloud server provider single data source are difficult to handle with the large scale data set from multiple cloud users without the multi-cloud collaboration search mechanism. Moreover, it fails to fully ensure the security of data in the multi-source data environment. This project devotes to studying the secure, flexible, and efficient multi-cloud collaboration secure search technologies in the multi-cloud and multi-source data outsourcing setting, which is a new exploration of secure query technology in the new model. First, fully considering the data security and search feature in the multi-cloud multi-source model, the project will establish precise system and security models. Then, the novel encryption schemes of high-performance index and search token fully protecting multi-source data security will be proposed to achieve rich semantics secure searches in the multi-cloud cooperative manner. Next, the project will research the encryption of secure index and search token authorization orienting multi-source heterogeneous access control policy to achieve secure and flexible multi-cloud collaboration authorization search. Finally, considering untrusted multi-cloud threat model, the project will propose passive and active verification mechanisms to ensure the correctness and completeness of search results by using verification, location, and trace methods, which will be able to effectively restrain the dishonest behaviors of the cloud servers. This project has significant theoretical meaning in promoting the new development of secure search research field in cloud computing.
期刊论文列表
专著列表
科研奖励列表
会议论文列表
专利列表
An efficient and access policy-hiding keyword search and data sharing scheme in cloud-assisted IoT
云辅助物联网中高效且访问策略隐藏的关键字搜索和数据共享方案
DOI:10.1016/j.sysarc.2022.102533
发表时间:2022-05
期刊:Journal of Systems Architecture
影响因子:4.5
作者:Hui Yin;Yangfan Li;Fangmin Li;Hua Deng;Wei Zhang;Keqin Li
通讯作者:Keqin Li
An Attribute-Based Keyword Search Scheme for Multiple Data Owners in Cloud-Assisted Industrial Internet of Things
云辅助工业物联网中基于属性的多数据所有者关键词搜索方案
DOI:10.1109/tii.2022.3192304
发表时间:2023-04
期刊:IEEE Transactions on Industrial Informatics
影响因子:12.3
作者:Hui Yin;Yangfan Li;Hua Deng;Wei Zhang;Zheng Qin;Keqin Li
通讯作者:Keqin Li
Flexible attribute-based proxy re-encryption for efficient data sharing
灵活的基于属性的代理重新加密,实现高效的数据共享
DOI:10.1016/j.ins.2019.09.052
发表时间:2020-02
期刊:Information Sciences
影响因子:8.1
作者:Hua Deng;Zheng Qin;Qianhong Wu;Zhenyu Guan;Yunya Zhou
通讯作者:Yunya Zhou
Privacy-preserving range query over multi-source electronic health records in public clouds
公有云中多源电子健康记录的隐私保护范围查询
DOI:10.1016/j.jpdc.2019.08.011
发表时间:2020-01
期刊:Journal of Parallel and Distributed Computing
影响因子:3.8
作者:Liang Jinwen;Qin Zheng;Xiao Sheng;Zhang Jixin;Yin Hui;Li Keqin
通讯作者:Li Keqin
Singular Spectrum Analysis for Local Differential Privacy of Classifications in the Smart Grid
智能电网中分类局部差分隐私的奇异谱分析
DOI:10.1109/jiot.2020.2977220
发表时间:2020-06
期刊:IEEE Internet of Things Journal
影响因子:10.6
作者:Ou Lu;Qin Zheng;Liao Shaolin;Li Tao;Zhang Dafang
通讯作者:Zhang Dafang
策略隐藏的属性基可搜索加密技术研究
- 批准号:2025JJ50371
- 项目类别:省市级项目
- 资助金额:0.0万元
- 批准年份:2025
- 负责人:尹辉
- 依托单位:
云边端融合新型网络架构下的授权可搜索加密研究
- 批准号:62372068
- 项目类别:面上项目
- 资助金额:50.00万元
- 批准年份:2023
- 负责人:尹辉
- 依托单位:
物-边-云架构下的可验证授权安全查询技术研究
- 批准号:2021JJ30760
- 项目类别:省市级项目
- 资助金额:0.0万元
- 批准年份:2021
- 负责人:尹辉
- 依托单位:
国内基金
海外基金
