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#natural language process... Preprint Sep 2026

Prompt Injection Detection for Email Agents Through Attack Chain Modeling

A detection framework that models this attack chain by combining a text detector, verifiers specific to each stage, explicit rule-based risk signals, user intent and action consistency analysis, and a logistic decision policy is proposed, which achieves a mean F1 score under the strict threshold setting policy.

A. Hashmi, D. Patel, Yun-Ting Yin · 0 citations

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