Coordinated Backdoor Attacks against Federated Learning with Model-Dependent Triggers
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DOI: 10.1109/mnet.011.2000783
Abstract: Federated learning enables distributed training of deep learning models among user equipment (UE) to obtain a high-quality global model. A centralized server aggregates the updates submitted by UEs without knowledge of the local training data… read more here.
Keywords: federated learning; model dependent; backdoor attacks; coordinated backdoor ... See more keywords
Tracking Control of Nonlinear Switched Multi-Agent Systems Via Model-Dependent Edge-Node-Combined Dynamic Event-Triggered Strategies
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DOI: 10.1109/tase.2025.3621540
Abstract: This research investigates the problem of exponential tracking consensus for nonlinear switched multi-agent systems (NSMASs) under limited communication resources. To alleviate the communication load, edge-event-triggered strategies are applied to switched multi-agent systems for the first… read more here.
Keywords: model dependent; switched multi; edge; event triggered ... See more keywords