Anti-Attack Protocol-Based Synchronization Control for Fuzzy Complex Dynamic Networks

doi:10.1109/TFUZZ.2024.3373440

Anti-Attack Protocol-Based Synchronization Control for Fuzzy Complex Dynamic Networks

2024-06-01

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DOI：10.1109/TFUZZ.2024.3373440

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This article investigates the synchronization control problem of fuzzy complex dynamic networks (FCDNs) with diversified network attacks. By making full use of the weighted historically released packets, a novel anti-attack memory-based adaptive event-triggered protocol (AETP) and the corresponding anti-attack fuzzy memory-based controller are introduced by taking the sporadic denial-of-service (DoS) and deceptive attacks into consideration concurrently. Compared with the conventional event-triggered protocols and AETPs, the developed anti-attack memory-based AETP cannot only effectually reduce the frequency of event triggers, but also enhance the transient performance of FCDNs. In addition, in view of a new sampling-instant-dependent piecewise Lyapunov functional, less conservative criteria are induced to guarantee that the stochastically exponential synchronization of FCDNs is accomplished in the case where the deceptive and sporadic DoS attacks coexist. Finally, the merits and validity of the theoretical results are illustrated through numerical examples.

Keywords:

Synchronization

Protocols

Couplings

Fuzzy systems

Laboratories

Denial-of-service attack

Adaptive systems

Anti-attack memory-based adaptive event-triggered protocol (AETP)

deception attacks

fuzzy complex dynamic networks (FCDNs)

sporadic denial-of-service (DoS) attacks

synchronization

Anti-Attack Protocol-Based Synchronization Control for Fuzzy Complex Dynamic Networks

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