An optimal differentially private data release mechanism with constrained error

Hao WANG , Zhengquan XU , Xiaoshan ZHANG , Xiao PENG , Kaiju LI

Front. Comput. Sci. ›› 2022, Vol. 16 ›› Issue (1) : 161608

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Front. Comput. Sci. ›› 2022, Vol. 16 ›› Issue (1) : 161608 DOI: 10.1007/s11704-021-0559-6
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An optimal differentially private data release mechanism with constrained error

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Hao WANG, Zhengquan XU, Xiaoshan ZHANG, Xiao PENG, Kaiju LI. An optimal differentially private data release mechanism with constrained error. Front. Comput. Sci., 2022, 16(1): 161608 DOI:10.1007/s11704-021-0559-6

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References

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Liang W , Chen H , Liu R , Wu Y C , Li C P . A pufferfish privacy mechanism for monitoring web browsing behavior under temporal correlations. Computers & Security, 2020, 92: 101- 117

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Lv D , Zhu S . Achieving correlated differential privacy of big data publication. Computers and Security, 2019, 82: 184- 195

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Wang H , Xu Z . CTS-DP: publishing correlated time-series data via differential privacy. Knowledge-Based Systems, 2017, 122: 167- 179

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Wang H , Xu Z , Jia S , Xia Y , Zhang X . Why current differential privacy schemes are inapplicable for correlated data publishing? World Wide Web Journal, 2021, 24: 1- 23

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