Author

Xiao Huang

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Jul 2026

Twin Agent: Context Residual Compression for Privilege Separated Agents

This work proposes Twin Agent, a general privilege separation design pattern inspired by residual coding in the agent context that preserves high task utility while preventing prompt injection attacks, outperforming both undefended agents and privilege separation baselines.

Zhan-Hao Hu, Dennis Jacob, Xiao Huang et al. · arXiv.org · 0 citations