Xinjian Luo

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Publication activitypapers/week, last 8 weeks

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Multimodal Models (1)Red-Teaming & Adversarial Robustness (1)

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Hongyan Chang (1)Jianxin Wei (1)Yuncheng Wu (1)Xiaofeng Gao (1)

Papers (1)

Jun 17, 2026

Xinjian Luo3w ago·also Augusta University, MBZUAI, McGill

Image Prompt Reconstruction Attacks on Distributed MLLM Inference Frameworks

Intermediate embeddings in distributed MLLM frameworks can leak sensitive image prompts, with new attacks achieving 100% extraction accuracy and revealing serious privacy implications.

Xinjian Luo, Hongyan Chang, Jianxin Wei +5

Multimodal Models Red-Teaming & Adversarial Robustness

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Xinjian Luo

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)