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Bingchen Pei

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ReCast: Contract-Preserving Protection for Fixed-Interface Multimodal Reasoning

Bingchen Pei, Lichong Chen, Bingxi Zhao وآخرون · 2026

Remote multimodal models offer strong numerical reasoning capabilities over charts and speech, but sending private inputs risks exposing sensitive content. Text-only sanitization cannot directly satisfy fixed media interfaces, while identity anonymization leaves the underlying task content exposed. We introduce ReCast, …

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