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cs.LG2026

On the Sensitivity of Firing Rate-Based Federated Spiking Neural Networks to Differential Privacy

Luiz Pereira, Mirko Perkusich, Dalton Valadares +1

Federated Neuromorphic Learning (FNL) enables energy-efficient and privacy-preserving learning on devices without centralizing data. However, real-world deployments require additio…