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M. Mamta

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Conference Open access 2026

TinyAttack: Exploring Stylistic Vulnerabilities in Large Language Models

This work proposes TinyAttack, a novel adversarial attack framework designed to exploit vulnerabilities in LLMs through Unicode-based stylistic transformations, which utilises five Unicode variants to modify the visual rendering of text without altering its underlying semantic or syntactic structure.

M. Mamta, B. Grecu, O. Cocarascu · 0 citations