Selective Channel Restoration for Backdoored Vision-Language Models

Shuming Liu, Zhifang Zhang, Suqin Yuan +3

Vision-language models (VLMs) exhibit strong multimodal capabilities but remain vulnerable to backdoors implanted through poisoned fine-tuning data. Existing defenses often require…