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Jia-Lin Song

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#artificial intelligence Preprint Oct 2026

Where You Inject Matters: The Trust Region Effect in LLM Agents

This work provides the first systematic characterization for the effectiveness of different injection placements, spanning both coarse-grained environmental surfaces and fine-grained positions, and develops learning-based attackers that generate injection content and select better injection placements.

Cheng-Quan Guo, Xiao-Dong Liu, Wei-Wei Yang et al. · 0 citations

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