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Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness
提出生成语义抗体方法，让视觉-语言模型在开放世界对抗攻击下实现免疫级防御，实验覆盖ImageNet及4个OOD基准。
arXiv:2605.30745v1 Announce Type: new Abstract: Large Vision-Language Models have achieved unprecedented success in zero-shot recognition by aligning …