2 papers
cs.CR2025
Generating Adversarial Point Clouds Using Diffusion Model
Ruiyang Zhao, Bingbing Zhu, Chuxuan Tong +2
Adversarial attack methods for 3D point cloud classification reveal the vulnerabilities of point cloud recognition models. This vulnerability could lead to safety risks in critical…
cs.CV2024
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach
Jiwei Guan, Tianyu Ding, Longbing Cao +3
Vision-language pretraining (VLP) with transformers has demonstrated exceptional performance across numerous multimodal tasks. However, the adversarial robustness of these models h…