Author

Md. Rafi Ur Rashid

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#artificial intelligence Feb 2026

Robustness of Vision Language Models Against Split-Image Harmful Input Attacks

This work introduces novel split-image visual jailbreak attacks (SIVA) that exploit a new vulnerability in VLM safety alignment and introduces a novel adversarial knowledge distillation algorithm to substantially improve cross-model transferability.

Md. Rafi Ur Rashid, Sadik Hossain Shanto, Vishnu Asutosh Dasu et al. · arXiv.org · 1 citation