Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters

1 code implementation • 9 Dec 2020 • Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani

We thoroughly study SNNs security under different adversarial attacks in the strong white-box setting, with different noise budgets and under variable spiking parameters.