Search Results for author: Sensen Gao

Found 2 papers, 0 papers with code

Towards Transferable Attacks Against Vision-LLMs in Autonomous Driving with Typography

no code implementations23 May 2024 Nhat Chung, Sensen Gao, Tuan-Anh Vu, Jie Zhang, Aishan Liu, Yun Lin, Jin Song Dong, Qing Guo

To further explore the risk in AD systems and the transferability of practical threats, we propose to leverage typographic attacks against AD systems relying on the decision-making capabilities of Vision-LLMs.

Autonomous Driving Decision Making

Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory

no code implementations19 Mar 2024 Sensen Gao, Xiaojun Jia, Xuhong Ren, Ivor Tsang, Qing Guo

Vision-language pre-training (VLP) models exhibit remarkable capabilities in comprehending both images and text, yet they remain susceptible to multimodal adversarial examples (AEs).

Adversarial Text Image Captioning +2

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