Findings Poster Sun, Jun 7, 2026 • 6:30 AM – 8:00 AM PDT ExHall A 149

UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization

Qing Huang, Zhipei Xu, Xuanyu Zhang, Xiangyu Yu, Jian Zhang

Keywords: Transparency, Fairness, Accountability, Privacy and Ethics in Vision