Marco Antonio Corallo

Does Reasoning Mitigate Backdoor Attacks? A Neuro-Symbolic Perspective

This paper claims that an in-depth investigation of the adversarial robustness of NeSy models is necessary and provides the first systematic evaluation of backdoor attacks against NeSy, and shows that while NeSy models are indeed more robust than their neural counterpart on average, their robustness vastly depend on th...