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cs.AI2026

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation

Marco Alecci, Francesco Marchiori, Iyiola Emmanuel Olatunji +2

The paper evaluates three commercial image‑moderation services built on foundation models and shows that simple, model‑agnostic image transformations (e.g., color inversion, graysc…