Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems
To solve the consensus problem of multi-agent systems in the environment of cyber attacks and information eavesdropping, an average consensus algorithm that can effectively resist network denial of service (DoS) attacks and protect nodes’ state privacy was proposed.Firstly, combined with the charact...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2023-03-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023049/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841540079681536000 |
|---|---|
| author | Ming XU Baojun ZHANG Yiming WU Chenduo YING Ning ZHENG |
| author_facet | Ming XU Baojun ZHANG Yiming WU Chenduo YING Ning ZHENG |
| author_sort | Ming XU |
| collection | DOAJ |
| description | To solve the consensus problem of multi-agent systems in the environment of cyber attacks and information eavesdropping, an average consensus algorithm that can effectively resist network denial of service (DoS) attacks and protect nodes’ state privacy was proposed.Firstly, combined with the characteristics of DoS attacks in networked control systems, a periodic DoS attack model related to time was constructed.Then a distributed network node information processing mechanism based on differential privacy was proposed by using the information interaction between neighbor nodes, and then it was introduced into the average consensus algorithm.Furthermore, combined with the event-triggered mechanism, a consensus algorithm method suitable for undirected communication networks under DoS attacks was proposed, and its convergence and privacy protection performance were analyzed strictly mathematically.Finally, the effectiveness of the proposed algorithm was verified by a numerical simulation experiment and hardware experiment. |
| format | Article |
| id | doaj-art-e08b2308f0f54083bfdcc68dfeb9f221 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2023-03-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-e08b2308f0f54083bfdcc68dfeb9f2212025-01-14T06:23:20ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2023-03-014411712759387762Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systemsMing XUBaojun ZHANGYiming WUChenduo YINGNing ZHENGTo solve the consensus problem of multi-agent systems in the environment of cyber attacks and information eavesdropping, an average consensus algorithm that can effectively resist network denial of service (DoS) attacks and protect nodes’ state privacy was proposed.Firstly, combined with the characteristics of DoS attacks in networked control systems, a periodic DoS attack model related to time was constructed.Then a distributed network node information processing mechanism based on differential privacy was proposed by using the information interaction between neighbor nodes, and then it was introduced into the average consensus algorithm.Furthermore, combined with the event-triggered mechanism, a consensus algorithm method suitable for undirected communication networks under DoS attacks was proposed, and its convergence and privacy protection performance were analyzed strictly mathematically.Finally, the effectiveness of the proposed algorithm was verified by a numerical simulation experiment and hardware experiment.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023049/multi-agent systemaverage consensusDoS attackprivacy protectioncyber security |
| spellingShingle | Ming XU Baojun ZHANG Yiming WU Chenduo YING Ning ZHENG Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems Tongxin xuebao multi-agent system average consensus DoS attack privacy protection cyber security |
| title | Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems |
| title_full | Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems |
| title_fullStr | Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems |
| title_full_unstemmed | Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems |
| title_short | Cyber attacks and privacy protection distributed consensus algorithm for multi-agent systems |
| title_sort | cyber attacks and privacy protection distributed consensus algorithm for multi agent systems |
| topic | multi-agent system average consensus DoS attack privacy protection cyber security |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023049/ |
| work_keys_str_mv | AT mingxu cyberattacksandprivacyprotectiondistributedconsensusalgorithmformultiagentsystems AT baojunzhang cyberattacksandprivacyprotectiondistributedconsensusalgorithmformultiagentsystems AT yimingwu cyberattacksandprivacyprotectiondistributedconsensusalgorithmformultiagentsystems AT chenduoying cyberattacksandprivacyprotectiondistributedconsensusalgorithmformultiagentsystems AT ningzheng cyberattacksandprivacyprotectiondistributedconsensusalgorithmformultiagentsystems |