DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks

Alberto Marchisio, Giacomo Pira, Maurizio Martina +2

Spiking Neural Networks (SNNs), despite being energy-efficient when implemented on neuromorphic hardware and coupled with event-based Dynamic Vision Sensors (DVS), are vulnerable t…