IndicSafeEval, a persuasion-based jailbreak evaluation framework for Indian languages, is introduced and it is observed that different risk categories exhibit different levels of vulnerability, with some types of harmful content being significantly more susceptible to persuasion-based jailbreaks than others.
Saikat Mondal, Mamta Mamta, Deeksha Varshney et al.· 0 citations
This work presents NarSiL 1, a system for SemEval-2026 Task 4 Track A on Narrative Story Similarity that employs a Mixture-of-Experts initial classifier that also leverages supermajority voting across three large language models, followed by a structured three-pathway fallback for ambiguous cases.
B. Grecu, Costin-Gabriel Chiru, O. Cocarascu· SemEval@ACL· 1 citation
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· Annual Meeting of the Associ...· 0 citations
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