Open access
Aug 2026
Sparse Adversarial Patch Attack and Robustness Evaluation Algorithm for Vision-Language Models
A novel sparse adversarial patch attack algorithm (Sparse Patch Attack, SPA), which successfully misleads the text generation results of VLMs by generating highly dispersed discrete pixel perturbations in non-salient regions of the image.
T.-Y. Chen, X.-Y. Hu, J.-F. Wang et al.
· Advanced Electromagnetics · 0 citations