CloudWeb attack adds cloud patterns to remote sensing images to hijack RAG retrieval, raising weather evidence retrieval from 0.71% to 43.29% on GeoRSCLIP and inducing hallucinations in generated responses.
Failure analysis.The baseball-diamond geometry remains a strong semantic anchor
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From Clouds to Hallucinations: Atmospheric Retrieval Hijacking in Remote Sensing Vision-Language RAG
CloudWeb attack adds cloud patterns to remote sensing images to hijack RAG retrieval, raising weather evidence retrieval from 0.71% to 43.29% on GeoRSCLIP and inducing hallucinations in generated responses.