Synchronization of stochastic complex networks based on privacy protection
Yuhua Xu
School of Statistics and Data Science, Nanjing Audit University, Nanjing, China
Contribution: Writing - original draft, Methodology, Project administration, Conceptualization
Search for more papers by this authorCorresponding Author
Xiaoqun Wu
College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
Correspondence
Xiaoqun Wu, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
Email: [email protected]
Communicated by: Q.Wang
Contribution: Project administration, Writing - review & editing, Supervision
Search for more papers by this authorChengrong Xie
School of Statistics and Mathematics, Nanjing Audit University, Nanjing, China
Contribution: Writing - review & editing, Methodology, Validation, Conceptualization
Search for more papers by this authorQingwu Gao
School of Statistics and Mathematics, Nanjing Audit University, Nanjing, China
Contribution: Writing - review & editing, Formal analysis
Search for more papers by this authorYuhua Xu
School of Statistics and Data Science, Nanjing Audit University, Nanjing, China
Contribution: Writing - original draft, Methodology, Project administration, Conceptualization
Search for more papers by this authorCorresponding Author
Xiaoqun Wu
College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
Correspondence
Xiaoqun Wu, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China
Email: [email protected]
Communicated by: Q.Wang
Contribution: Project administration, Writing - review & editing, Supervision
Search for more papers by this authorChengrong Xie
School of Statistics and Mathematics, Nanjing Audit University, Nanjing, China
Contribution: Writing - review & editing, Methodology, Validation, Conceptualization
Search for more papers by this authorQingwu Gao
School of Statistics and Mathematics, Nanjing Audit University, Nanjing, China
Contribution: Writing - review & editing, Formal analysis
Search for more papers by this authorAbstract
As one of the security issues, privacy protection (PP) has become a research hotspot. The paper studies the synchronization problem of stochastic networks based on PP. First, a synchronization standard for stochastic network with delay is given based on PP. Second, a finite-time (FnT) synchronization criterion for stochastic network without delay is given based on PP. The PP function of continuous time-varying function is designed to mask the real state of the controlled complex network before converging to the real value in FnT and infinite time. Finally, the effectiveness of the method discussed in this article was verified through simulation examples.
CONFLICT OF INTEREST STATEMENT
This work does not have any conflicts of interest.
Open Research
DATA AVAILABILITY STATEMENT
I confirm that my Data Availability Statement (pasted below) complies with the Expects Data Policy.
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