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CDD-Guard: A Training-Free Endogenous Defense Framework for LLMs via Contrastive Latent Distribution Analysis.

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Bibliographic Details
Title:	CDD-Guard: A Training-Free Endogenous Defense Framework for LLMs via Contrastive Latent Distribution Analysis.
Authors:	Gong, Xinrong¹, Lin, Yuxuan^1,2, Zhong, Yiqun^2,3, Shi, Yifan^1,4, Lin, Qi^1,3, Zheng, Huijie^2,3, Wang, Pu^3,4, wangpu03@gmail.com
Source:	Applied Sciences (2076-3417); May2026, Vol. 16 Issue 10, p4586, 19p
Database:	Applied Science & Technology Source
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ISSN:	20763417
DOI:	10.3390/app16104586