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Preprint Oct 2026

False Claims, Credible Images: A Red-Teaming Benchmark for Commercial Image Generators

Image-generation models can now produce text-rich, natural-looking visual artifacts that are hard to distinguish from real-world evidence, such as news reports and textbook pages. Yet, the same capability introduces a new risk: these models can just as easily fabricate visual misinformation. Even commercial models (e.g...

Ze-Yu Ye, Yan-Chun Li, Si-Bei He et al. · 1 citation

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