Chart Deception in Vision-Language Models: From Vulnerability to Mitigation

Ridwan Mahbub, Mohammed Saidul Islam, Md Tahmid Rahman Laskar +3

Information visualizations are widely used to communicate patterns, trends, and outliers, yet deceptive design choices-such as truncated or inverted axes, distorted aspect ratios,…