Smart meter:Privacy-preserving power request scheme

TIAN Xiu-xia; LI Li-sha; ZHAO Chuan-qiang; TIAN Fu-liang; SONG Qian

doi:10.3969/j.issn.1000-5641.2017.05.009

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Sep. 2017

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Article Navigation > Journal of East China Normal University (Natural Sciences) > 2017 > (5): 87-100

TIAN Xiu-xia, LI Li-sha, ZHAO Chuan-qiang, TIAN Fu-liang, SONG Qian. Smart meter:Privacy-preserving power request scheme[J]. Journal of East China Normal University (Natural Sciences), 2017, (5): 87-100. doi: 10.3969/j.issn.1000-5641.2017.05.009

Citation:

TIAN Xiu-xia, LI Li-sha, ZHAO Chuan-qiang, TIAN Fu-liang, SONG Qian. Smart meter:Privacy-preserving power request scheme[J]. Journal of East China Normal University (Natural Sciences), 2017, (5): 87-100. doi: 10.3969/j.issn.1000-5641.2017.05.009

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Smart meter:Privacy-preserving power request scheme

doi: 10.3969/j.issn.1000-5641.2017.05.009

1.
College of Computer Science and Technology, Shanghai University of Electric Power, Shanghai 200090, China
2.
School of Data Science and Engineering, East China Normal University, Shanghai 200062, China
3.
State Grid Zhejiang Yuhuan Power Supply Company, Taizhou Zhejiang 317600, China
4.
College of Electronic and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China

Received Date: 2017-06-20
Publish Date: 2017-09-25

Abstract

Abstract

A privacy-preserving power request scheme was proposed. The proposed scheme combined Shamir (t, n) threshold secret sharing scheme with Laplace noise perturbation algorithm effectively to achieve paying TOU billing as well as protecting user privacy. Experiments were performed from four aspects:analyzing the security quantitatively and determining the optimal threshold t, giving the experiment on efficiency test, verifying the ε-differential privacy by introducing the Laplace noise perturbation and conducting the scheme feasibility comparison. Experimental results show that the proposed scheme is effective and feasible.
- smart meter,
- privacy-preserving,
- secret sharing,
- Laplace noise

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References(29)

References

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