Title | Design of Differential Privacy Protection Algorithms for Cyber-Physical Systems |
Publication Type | Conference Paper |
Year of Publication | 2022 |
Authors | Zhang, Yue, Nan, Xiaoya, Zhou, Jialing, Wang, Shuai |
Conference Name | 2022 International Conference on Intelligent Systems and Computational Intelligence (ICISCI) |
Keywords | computational complexity, Computational modeling, CPS, cyber-physical system, Cyber-physical systems, Differential privacy, differential privacy consistency, Human Behavior, human factors, Intelligent systems, Laplace Mechanism, numerical simulation, privacy, pubcrawl |
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. |
DOI | 10.1109/ICISCI53188.2022.9941466 |
Citation Key | zhang_design_2022 |