BadPromptFL: A Novel Backdoor Threat to Prompt-based Federated Learning in Multimodal Models

Maozhen Zhang, Mengnan Zhao, Wei Wang +1

Prompt-based tuning has emerged as a lightweight alternative to full fine-tuning in large vision-language models, enabling efficient adaptation via learned contextual prompts. This…