Yiming Liang
1 indexed paper
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126
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2026
Exploring and Developing a Pre-Model Safeguard with Draft Models
The paper proposes a novel pre-model safeguard that uses small draft models (SLMs) to predict the safety of prompts, significantly reducing false-negative rates while maintaining low computational overhead.
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cs.CRcs.AIRecentMay 19, 2026
Exploring and Developing a Pre-Model Safeguard with Draft Models
Hongyu Cai, Arjun Arunasalam, Yiming Liang, Antonio Bianchi +1 more
The paper proposes a novel pre-model safeguard that uses small draft models (SLMs) to predict the safety of prompts, significantly reducing false-negative rates while maintaining low computational ove…
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