SPARED: Reasoning-Based AI-Generated Image Detection via Adversarially Edited Data

Yicheng Bao, Xiahui Guo, Xuhong Wang +1

Detecting AI-generated images is only half the task: a deployed detector must also justify its verdict, yet existing detectors inherit three failure modes from their training data:…