Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network Layers
This paper tackles the challenge of maintaining resilience in multi-agent systems under Denial of Service (DoS) attacks by proposing a robust architecture that includes an instantaneous detection algorithm for connectivity losses and a dynamic system to activate backup network layers when disruption...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Open Journal of Control Systems |
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| Online Access: | https://ieeexplore.ieee.org/document/10710321/ |
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| author | Deepalakshmi Babu Venkateswaran Zhihua Qu |
| author_facet | Deepalakshmi Babu Venkateswaran Zhihua Qu |
| author_sort | Deepalakshmi Babu Venkateswaran |
| collection | DOAJ |
| description | This paper tackles the challenge of maintaining resilience in multi-agent systems under Denial of Service (DoS) attacks by proposing a robust architecture that includes an instantaneous detection algorithm for connectivity losses and a dynamic system to activate backup network layers when disruptions occur. We also introduce a simplified approach that reduces the number of required layers through an adaptive repair algorithm. The simulation section, divided into two parts, demonstrates the effectiveness of the algorithm: one part showcases its scalability in a large-scale system, and the other applies it to a real-world power system using the IEEE 123-node system. Both simulations confirm that the proposed approach significantly enhances system stability and performance under attack conditions. |
| format | Article |
| id | doaj-art-9f5022fe2cf14c40beec64952b36a892 |
| institution | Kabale University |
| issn | 2694-085X |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Open Journal of Control Systems |
| spelling | doaj-art-9f5022fe2cf14c40beec64952b36a8922025-01-09T00:03:05ZengIEEEIEEE Open Journal of Control Systems2694-085X2024-01-01347248210.1109/OJCSYS.2024.347709110710321Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network LayersDeepalakshmi Babu Venkateswaran0https://orcid.org/0000-0002-7258-3300Zhihua Qu1https://orcid.org/0000-0001-6710-7134University of Central Florida, Orlando, FL, USAUniversity of Central Florida, Orlando, FL, USAThis paper tackles the challenge of maintaining resilience in multi-agent systems under Denial of Service (DoS) attacks by proposing a robust architecture that includes an instantaneous detection algorithm for connectivity losses and a dynamic system to activate backup network layers when disruptions occur. We also introduce a simplified approach that reduces the number of required layers through an adaptive repair algorithm. The simulation section, divided into two parts, demonstrates the effectiveness of the algorithm: one part showcases its scalability in a large-scale system, and the other applies it to a real-world power system using the IEEE 123-node system. Both simulations confirm that the proposed approach significantly enhances system stability and performance under attack conditions.https://ieeexplore.ieee.org/document/10710321/Cooperative controldenial-of-service attacknetwork layersresilient control system |
| spellingShingle | Deepalakshmi Babu Venkateswaran Zhihua Qu Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network Layers IEEE Open Journal of Control Systems Cooperative control denial-of-service attack network layers resilient control system |
| title | Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network Layers |
| title_full | Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network Layers |
| title_fullStr | Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network Layers |
| title_full_unstemmed | Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network Layers |
| title_short | Resilient Multi-Agent Systems Against Denial of Service Attacks via Adaptive and Activatable Network Layers |
| title_sort | resilient multi agent systems against denial of service attacks via adaptive and activatable network layers |
| topic | Cooperative control denial-of-service attack network layers resilient control system |
| url | https://ieeexplore.ieee.org/document/10710321/ |
| work_keys_str_mv | AT deepalakshmibabuvenkateswaran resilientmultiagentsystemsagainstdenialofserviceattacksviaadaptiveandactivatablenetworklayers AT zhihuaqu resilientmultiagentsystemsagainstdenialofserviceattacksviaadaptiveandactivatablenetworklayers |