Qingchuan Zhao
1 indexed paper
Recent (6 mo)
1With code
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126
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Crypto×1
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2026
Black-Box Skill Stealing Attack from Proprietary LLM Agents: An Empirical Study
This paper presents the first systematic study of black-box skill stealing attacks against proprietary LLM agents, demonstrating that structured agent skills can be easily extracted, posing a significant and often overlooked copyright risk.
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cs.CRRecentApr 23, 2026
Black-Box Skill Stealing Attack from Proprietary LLM Agents: An Empirical Study
Zihan Wang, Rui Zhang, Yu Liu, Chi Liu +3 more
This paper presents the first systematic study of black-box skill stealing attacks against proprietary LLM agents, demonstrating that structured agent skills can be easily extracted, posing a signific…
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