2 papers
cs.AI2026
CBV: Clean-label Backdoor Attacks on Vision Language Models via Diffusion Models
Ji Guo, Xiaolong Qin, Cencen Liu +3
Vision-Language Models (VLMs) have achieved remarkable success in tasks such as image captioning and visual question answering (VQA). However, as their applications become increasi…
cs.CV2025
PRISM: Precision-Recall Informed Data-Free Knowledge Distillation via Generative Diffusion
Xuewan He, Jielei Wang, Zihan Cheng +3
Data-free knowledge distillation (DFKD) transfers knowledge from a teacher to a student without access to the real in-distribution (ID) data. While existing methods perform well on…