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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ting Luo

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Conference Jun 2026

A Gateway-Centric Architecture for Bidirectional Content Moderation in Large Language Models

Large language model (LLM) applications deployed in regulated and high-risk environments face two coupled runtime risks: input-side prompt injection and output-side content compliance violations. Existing defenses are often either model-centric (alignment or fine-tuning) or application-local (keywords and regex), which...

Xinyuan Zhi, Ting Luo, Xiaodong Zhou · 0 citations

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