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Home/Authors/Jiayang Meng

Jiayang Meng

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

Crypto×1

Frequent co-authors

Tao Huang1×
Chen Hou1×
Guosen Wu1×

Research Timeline

2026
Observable Channels, Not Just Storage: Evaluating Privacy Leakage in LLM Agent Pipelines

The paper introduces CIPL, a unified channel-oriented framework, demonstrating that privacy leakage in LLM agents is governed by observable data channels and pipeline interactions, rather than being limited to individual storage components.

Highlighted terms show continued research focus across papers

Papers

cs.CRRecentMar 24, 2026

Observable Channels, Not Just Storage: Evaluating Privacy Leakage in LLM Agent Pipelines

Tao Huang, Chen Hou, Guosen Wu, Jiayang Meng

The paper introduces CIPL, a unified channel-oriented framework, demonstrating that privacy leakage in LLM agents is governed by observable data channels and pipeline interactions, rather than being l…

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