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On Consensus and Stability under Denial-of-Service Attacks
1Faculty of Computer Science, Bialystok University of Technology, 15-351 Białystok, Poland.
Entropy (Basel, Switzerland)
|February 25, 2022
Summary
This paper addresses discrete-time multi-agent systems vulnerable to Denial-of-Service (DoS) attacks. It provides stability conditions to ensure system reliability and examines consensus problems under these attacks.
Area of Science:
- Control Systems Engineering
- Network Security
- Distributed Systems
Background:
- Discrete-time multi-agent systems are susceptible to disruptions.
- Denial-of-Service (DoS) attacks can compromise system stability and performance.
- Ensuring reliable operation of multi-agent systems under cyber threats is crucial.
Purpose of the Study:
- To derive sufficient stability conditions for discrete-time multi-agent systems subjected to DoS attacks.
- To investigate the consensus problem for these systems in the presence of DoS attacks.
- To validate theoretical findings through numerical simulations.
Main Methods:
- Analysis of system dynamics under intermittent DoS attacks.
- Development of stability criteria using Lyapunov methods or similar control theory approaches.
- Formulation and verification of consensus conditions for networked agents.
Main Results:
- Sufficient conditions for guaranteeing the stability of discrete-time multi-agent systems under DoS attacks were established.
- Adequate conditions were presented for achieving consensus in these systems despite DoS attacks.
- Numerical examples demonstrated the effectiveness of the proposed conditions.
Conclusions:
- The study provides a theoretical framework for analyzing and ensuring the stability and consensus of discrete-time multi-agent systems facing DoS attacks.
- The findings contribute to the design of more resilient and secure multi-agent systems in adversarial environments.
- The presented conditions offer practical guidelines for system designers and researchers in related fields.
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