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Home/Authors/Zedian Shao

Zedian Shao

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

Crypto×2AI×2ML×2Vision×1

Frequent co-authors

Charles Fleming1×
Teodora Baluta1×
Hongbin Liu1×
Yuepeng Hu1×
Neil Zhenqiang Gong1×

Research Timeline

2026
Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

The paper introduces ImageProtector, a user-side method that embeds an imperceptible perturbation into images to prevent Multi-modal Large Language Models (MLLMs) from analyzing and extracting sensitive information from them.

Cordyceps: Covert Control Attacks on LLMs via Data Poisoning

The paper introduces 'covert control attacks,' a novel and stealthy data poisoning method that teaches LLMs an information hiding scheme, allowing malicious instructions to be encoded and decoded and bypassing existing defenses.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.AIcs.LGRecentMay 26, 2026

Cordyceps: Covert Control Attacks on LLMs via Data Poisoning

Zedian Shao, Charles Fleming, Teodora Baluta

The paper introduces 'covert control attacks,' a novel and stealthy data poisoning method that teaches LLMs an information hiding scheme, allowing malicious instructions to be encoded and decoded and…

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cs.CVcs.AIcs.CRRecentApr 10, 2026

Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection

Zedian Shao, Hongbin Liu, Yuepeng Hu, Neil Zhenqiang Gong

The paper introduces ImageProtector, a user-side method that embeds an imperceptible perturbation into images to prevent Multi-modal Large Language Models (MLLMs) from analyzing and extracting sensiti…

View →