Transferability Ranking of Adversarial Examples. (arXiv:2208.10878v1 [cs.LG])

Adversarial examples can be used to maliciously and covertly change a model's
prediction. It is known that an adversarial example designed for one model can
transfer to other models as well. This poses a major threat because it means
that attackers can target systems in a blackbox manner.

In the domain of transferability, researchers have proposed ways to make
attacks more transferable and to make models more robust to transferred
examples. However, to the best of our knowledge, there are …

adversarial lg