2026
Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks
ICLR 2026poster
Spiking neural networks (SNNs) compute with discrete spikes and exploit temporal structure, yet most adversarial attacks change intensities or event counts instead of timing. We study a timing-only adversary that retimes existing spikes while preserving spike counts and amplitudes in event-driven SN…