2026
Dissect and Prune: Enhancing Robustness in AI-Generated Image Detection
ICML 2026poster
While existing AI-generated image detectors report high performance, we identify that this is largely driven by a critical *prediction asymmetry*: a bias toward the real class that severely limits sensitivity to generated content, especially under standard post-processing operations such as compress…