Yuenan Hou
2 indexed papers
Recent (6 mo)
2With code
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0Benchmarked
0Publications per year
226
Top categories
Crypto×2NLP×2
Frequent co-authors
Research Timeline
2026
EvoDefense: Co-Evolving Black-Box Defense with Large Language Models
EvoDefense introduces an experience-guided, co-evolving black-box defense mechanism that significantly improves LLM robustness against unseen and diverse attacks without requiring model retraining.
EvoDefense: Co-Evolving Black-Box Defense with Large Language Models
EvoDefense introduces an experience-guided, co-evolving black-box defense mechanism that significantly improves the robustness of LLMs against unseen and diverse attacks without requiring model retraining.
Highlighted terms show continued research focus across papers
Papers
cs.CRcs.CLRecentMay 29, 2026
EvoDefense: Co-Evolving Black-Box Defense with Large Language Models
Yu Li, Yuenan Hou, Yingmei Wei, Yanming Guo +1 more
EvoDefense introduces an experience-guided, co-evolving black-box defense mechanism that significantly improves LLM robustness against unseen and diverse attacks without requiring model retraining.
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cs.CRcs.CLRecentMay 29, 2026