@article{250511134, title = {Towards Robust Spiking Neural Networks:Mitigating Heterogeneous Training Vulnerability via Dominant Eigencomponent Projection}, author = {Desong Zhang and Jia Hu and Geyong Min}, year = {2025}, eprint = {2505.11134}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.11134v1}, }