FreqDoor: A Hidden Trojan in the Frequency Domain for Backdoor Attacks on Vision-Language Models

Yasir Arafat Prodhan, Sadad Hasan, Mohammed Imamul Hassan Bhuiyan

Vision-language models (VLMs) have recently shown excellent progress in open-ended image-to-text generation. However, their multimodal nature makes them persistently vulnerable to…