Apr 5, 2023 · Previous research has shown that early stopping the training of the surrogate model substantially increases transferability. A common hypothesis ...
Nov 23, 2023 · Previous research has shown that early stopping the training of the surrogate model substantially increases transferability. A common hypothesis ...
People also ask
What is transferability of adversarial examples?
Does adversarial transferability indicate knowledge transferability?
Feb 20, 2024 · As training with SGD continues, sharpness increases and transferability decreases. The fully trained model (red star) is a suboptimal surrogate.
Going Further: Flatness at the Rescue of Early Stopping for Adversarial Example Transferability. Gubri, Martin; Cordy, Maxime; Le Traon, Yves. 2023. Permalien
Transferability is the property of adversarial examples to be misclassified by other models than the surrogate model for which they were crafted.
Source of the paper "Going Further: Flatness at the Rescue of Early Stopping for Adversarial Example Transferability" ...
LGV: Boosting adversarial example transferability from large ... Going further: Flatness at the rescue of early stopping for adversarial example transferability.
Apr 5, 2023 · Transferability is the property of adversarial examples to be misclassified by other models than the surrogate model for which they were crafted ...
We provide the first large-scale evaluation of transferable adversarial examples on ImageNet, involving 23 representative attacks against 9 representative ...
Transferability is the property of adversarial examples to be misclassified by other models than the surrogate model for which they were crafted.