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Home/Authors/Baoning Niu

Baoning Niu

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

Crypto×1

Frequent co-authors

Wenhui He1×
Yue Li1×
Bang Fu1×
Huan Xing1×
Xing Fan1×
ZeHua Zhang1×

Research Timeline

2026
Do Skill Descriptions Tell the Truth? Detecting Undisclosed Security Behaviors in Code-Backed LLM Skills

The paper introduces SKILLSCOPE, a system that detects security-relevant behaviors in code-backed LLM skills that are not disclosed in the natural language description, finding that 9.4% of skills exhibit such inconsistencies.

Highlighted terms show continued research focus across papers

Papers

cs.CRRecentMay 13, 2026

Do Skill Descriptions Tell the Truth? Detecting Undisclosed Security Behaviors in Code-Backed LLM Skills

Wenhui He, Yue Li, Bang Fu, Huan Xing +3 more

The paper introduces SKILLSCOPE, a system that detects security-relevant behaviors in code-backed LLM skills that are not disclosed in the natural language description, finding that 9.4% of skills exh…

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