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Author

Yunting Yin

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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
Preprint Aug 2026

Transfer Learning for Avian Bioacoustics under Sparse Positive Labels

Passive acoustic monitoring is an important tool for biodiversity assessment and wildlife conservation because it supports continuous and non-invasive monitoring of species across large spatial and temporal scales. Robust monitoring remains challenging because many datasets contain sparse positive labels, where species...

D. Patel, Yun-Ting Yin · 0 citations

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