Preprint
Oct 2026
Controllable Stochastic Quantization Encoding for Adversarially Robust Spiking Neural Networks
Spiking Neural Networks (SNNs) have attracted increasing attention due to their impressive temporal dynamics, energy efficiency, and brain-inspired mechanisms. Although SNNs have demonstrated promising performance in image classification tasks, recent studies have shown that they remain vulnerable to adversarial attack...
Yu-Jia Liu, Pei-Yu Liu, Ya-Jing Zheng et al.
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