Mar 19, 2024 · In this study, we posit that the diversity of adversarial examples towards the clean input and online AEs are both pivotal for enhancing transferability across ...

Sep 30, 2024 · We propose using the intersection region of adversarial trajectory to expand the diversity of adversarial examples during optimization, based on ...

Jul 14, 2024 · For this purpose, we propose to consider diversification along the intersection region of adversarial trajectory, which encompasses the original ...

We propose enhancing AE transferability by diversifying examples along the intersection region of the adversarial trajectory.

Jul 15, 2024 · This paper explores a novel approach to improve the transferability of adversarial attacks in the context of vision-language models.

Diversifying along different regions can impact transferability by introducing a broader range of perturbations and variations in the adversarial examples. By ...

Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory, Sensen Gao, Xiaojun Jia ...

Consequently, we propose using diversification along the intersection region of adversarial trajectory to expand the diversity of AEs. To fully leverage the ...

Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory · 1 code implementation • 19 ...

Nov 5, 2024 · To address this issue, we propose to increase the diversity of AEs by leveraging the intersection regions along the adversarial trajectory ...