Intermediate hidden states transmitted during collaborative LVLM inference leak enough information to reconstruct input images and text with near-perfect token accuracy.
Inverting visual representations with convolutional networks,
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Inverting the Hidden: Unveiling Multimodal Privacy Leakage in Collaborative LVLM Inference
Intermediate hidden states transmitted during collaborative LVLM inference leak enough information to reconstruct input images and text with near-perfect token accuracy.