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Mrinal Mrinal

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Open access Aug 2026

Resilient Semantic Threat Detection at the Edge: A Knowledge Distillation Framework for SMS Spam Classification

A high-efficiency detection framework utilizing DistilBERT, a distilled knowledge representation of the BERT transformer is proposed, substantiate the viability of Knowledge Distillation as a mechanism to deploy state-of-the-art semantic security filters on edge infrastructure.

Mrinal Mrinal, Neeraj Kumar · 0 citations