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Trilok Padhi

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Jun 2026

Unmasking Toxicity and Vulnerabilities in Large Vision-Language Models

This study systematically examines the vulnerabilities of open and closed-weight LVLMs, including LLaVA, InstructBLIP, Fuyu, Qwen, DeepSeek, Gemini, GPT, and Grok, using adversarial prompting strategies informed by social theories to simulate real-world social manipulation tactics.

Abdulkadir Erol, Trilok Padhi, Agnik Saha et al. · 0 citations