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An optimal differentially private data release mechanism with constrained error |
Hao WANG1, Zhengquan XU2, Xiaoshan ZHANG1, Xiao PENG1, Kaiju LI3( ) |
1. Key Laboratory of Tourism Multisource Data Perception and Decision, Ministry of Culture and Tourism, College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, China
2. State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China
3. College of Computer Science, Chongqing University, Chongqing 400044, China |
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Corresponding Author(s):
Kaiju LI
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Just Accepted Date: 03 March 2021
Issue Date: 23 November 2021
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https://doi.org/10.1016/j.cose.2020.101754
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D Lv , S Zhu . Achieving correlated differential privacy of big data publication. Computers and Security, 2019, 82: 184- 195
https://doi.org/10.1016/j.cose.2018.12.017
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H Wang , Z Xu . CTS-DP: publishing correlated time-series data via differential privacy. Knowledge-Based Systems, 2017, 122: 167- 179
https://doi.org/10.1016/j.knosys.2017.02.004
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H Wang , Z Xu , S Jia , Y Xia , X Zhang . Why current differential privacy schemes are inapplicable for correlated data publishing? World Wide Web Journal, 2021, 24: 1- 23
https://doi.org/10.1007/s11280-020-00825-8
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