The Robustness of Spiking Neural Networks in Federated Learning with Compression Against Non-omniscient Byzantine Attacks

MV Nguyen, L Zhao, B Deng, S Wu - arXiv preprint arXiv:2501.03306, 2025 - arxiv.org
Spiking Neural Networks (SNNs), which offer exceptional energy efficiency for inference,
and Federated Learning (FL), which offers privacy-preserving distributed training, is a rising …