2 papers
cs.CV2026
Revealing the Impact of Visual Text Style on Attribute-based Descriptions Produced by Large Visual Language Models
Xiaomeng Wang, Martha Larson, Zhengyu Zhao
When the visual style of text is considered, a wide variety can be observed in font, color, and size. However, when a word is read, its meaning is independent of the style in which…
cs.CR2025
Typographic Attacks in a Multi-Image Setting
Xiaomeng Wang, Zhengyu Zhao, Martha Larson
Large Vision-Language Models (LVLMs) are susceptible to typographic attacks, which are misclassifications caused by an attack text that is added to an image. In this paper, we intr…