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In the context of big data era, safety of data is facing serious challenges, and privacy computing can solve this problem. Privacy computing was the information technology that could realize the calculation and analysis of data on the premise of protecting data from leakage. Blockchain has the characteristics of non-tampering and traceability. Applying blockchain in privacy computing and taking its advantage could realize multiple applications of the technology. Firstly, the technologies related to blockchain and privacy computing was introduced, and the problems faced by privacy computing and blockchain-enabled privacy computing was analyzed. Secondly, the existing research theoretical progress and problems of blockchain applications in secure multi-party computation, federated learning, and trusted execution environments were reviewed. Finally, the development trend of blockchain applications in privacy computing was explored.
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Basic Information:
DOI：10.13705/j.issn.1671-6841.2022109
China Classification Code:TP309;TP311.13
Citation Information:
[1]LIU Wei,TANG Congke,MA Jie ,et al.Application Research and Progress of Blockchain in Privacy Computing[J].Journal of Zhengzhou University(Natural Science Edition),2022,54(06):12-23.DOI:10.13705/j.issn.1671-6841.2022109.
Fund Information:
国家自然科学基金项目(62176239); 河南省高校科技创新人才支持计划(21HASTIT031); 河南省重大公益专项(201300210300); 河南省高等学校青年骨干教师培养计划(2019GGJS018); 河南省重点研发与推广专项(212102310039,212102310554); 郑州大学教育教学改革研究与实践项目(2021ZZUJGLX168)
2022-06-06
2022-06-06
2022-06-06