Robust and Efficient Adversarial Defense in SNNs via Image Purification and Joint Detection

Weiran Chen, Qi Xu

Spiking Neural Networks (SNNs) aim to bridge the gap between neuroscience and machine learning by emulating the structure of the human nervous system. However, like convolutional n…