Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems

Yue Zhang; Xiaoya Nan; Jialing Zhou; Shuai Wang

doi:10.1109/ICISCI53188.2022.9941466

Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems

Yue Zhang, Xiaoya Nan, Jialing Zhou, Shuai Wang

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

A new privacy Laplace common recognition algorithm is designed to protect users' privacy data in this paper. This algorithm disturbs state transitions and information generation functions using exponentially decaying Laplace noise to avoid attacks. The mean square consistency and privacy protection performance are further studied. Finally, the theoretical results obtained are verified by performing numerical simulations.

源语言	英语
主期刊名	2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022
出版商	Institute of Electrical and Electronics Engineers Inc.
页	29-34
页数	6
ISBN（电子版）	9781665456197
DOI	https://doi.org/10.1109/ICISCI53188.2022.9941466
出版状态	已出版 - 2022
已对外发布	是
活动	2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022 - Changsha, 中国期限: 15 10月 2022 → 17 10月 2022

出版系列

姓名	2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022

会议

会议	2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022
国家/地区	中国
市	Changsha
时期	15/10/22 → 17/10/22

访问文件

10.1109/ICISCI53188.2022.9941466

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引用此

Zhang, Y., Nan, X., Zhou, J., & Wang, S. (2022). Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems. 在 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022 (页码 29-34). (2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICISCI53188.2022.9941466

Zhang, Yue ; Nan, Xiaoya ; Zhou, Jialing 等. / Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems. 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 29-34 (2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022).

@inproceedings{0b4a2a7134b14a928a59c3b7144be32f,

title = "Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems",

abstract = "A new privacy Laplace common recognition algorithm is designed to protect users' privacy data in this paper. This algorithm disturbs state transitions and information generation functions using exponentially decaying Laplace noise to avoid attacks. The mean square consistency and privacy protection performance are further studied. Finally, the theoretical results obtained are verified by performing numerical simulations.",

keywords = "Cyber-physical system, Laplace mechanism, differential privacy consistency",

author = "Yue Zhang and Xiaoya Nan and Jialing Zhou and Shuai Wang",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022 ; Conference date: 15-10-2022 Through 17-10-2022",

year = "2022",

doi = "10.1109/ICISCI53188.2022.9941466",

language = "English",

series = "2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "29--34",

booktitle = "2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022",

address = "United States",

}

Zhang, Y, Nan, X, Zhou, J & Wang, S 2022, Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems. 在 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022. 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022, Institute of Electrical and Electronics Engineers Inc., 页码 29-34, 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022, Changsha, 中国, 15/10/22. https://doi.org/10.1109/ICISCI53188.2022.9941466

Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems. / Zhang, Yue; Nan, Xiaoya; Zhou, Jialing 等.
2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022. Institute of Electrical and Electronics Engineers Inc., 2022. 页码 29-34 (2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems

AU - Zhang, Yue

AU - Nan, Xiaoya

AU - Zhou, Jialing

AU - Wang, Shuai

PY - 2022

Y1 - 2022

N2 - A new privacy Laplace common recognition algorithm is designed to protect users' privacy data in this paper. This algorithm disturbs state transitions and information generation functions using exponentially decaying Laplace noise to avoid attacks. The mean square consistency and privacy protection performance are further studied. Finally, the theoretical results obtained are verified by performing numerical simulations.

AB - A new privacy Laplace common recognition algorithm is designed to protect users' privacy data in this paper. This algorithm disturbs state transitions and information generation functions using exponentially decaying Laplace noise to avoid attacks. The mean square consistency and privacy protection performance are further studied. Finally, the theoretical results obtained are verified by performing numerical simulations.

KW - Cyber-physical system

KW - Laplace mechanism

KW - differential privacy consistency

UR - http://www.scopus.com/inward/record.url?scp=85142894698&partnerID=8YFLogxK

U2 - 10.1109/ICISCI53188.2022.9941466

DO - 10.1109/ICISCI53188.2022.9941466

M3 - Conference contribution

AN - SCOPUS:85142894698

T3 - 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022

SP - 29

EP - 34

BT - 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022

Y2 - 15 October 2022 through 17 October 2022

ER -

Zhang Y, Nan X, Zhou J, Wang S. Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems. 在 2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022. Institute of Electrical and Electronics Engineers Inc. 2022. 页码 29-34. (2022 International Conference on Intelligent Systems and Computational Intelligence, ICISCI 2022). doi: 10.1109/ICISCI53188.2022.9941466

Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems

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