Official code for "Attacking the Spike: On the Security of Spiking Neural Networks to Adversarial Examples" (Neurocomputing 2025). Implements the MDSE adversarial attack for SNNs, CNNs, and Vision Transformers.
pytorch spiking-neural-networks cifar10 cifar100 snn adversarial-examples neuromorphic-computing machine-learning-security adversarial-attack mdse adversarial-robustness vision-transformer spikingjelly surrogate-gradient
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Updated
May 21, 2026 - Python