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Hiram Ponce

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#small language model Open access Sep 2026

HIEF: An Interpretable Evidence-Fusion Framework for Phishing Email Detection with Decomposable Decision Uncertainty and a Preliminary English–Spanish Evaluation

(1) Background: Phishing remains a pervasive and economically damaging cyberthreat. The dominant detection paradigm has moved toward deep neural and transformer-based classifiers, a literature that reports high accuracy and that does not, in general, expose a per-decision justification, whereas interpretability and aud...

Carolina Del-Valle-Soto, Carlos-Santiago Cruz-Diaz, M. Cardona et al. · 0 citations

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