Jun-Qiang Qiu

Anatomical Prior-Guided Black-Box Attack Optimization for Prostate Tumor mpMRI Classification Models.

Prostate cancer is a highly prevalent malignancy, and deep learning has significantly advanced di agnostic models based on multi-parametric MRI (mpMRI). However, the robustness of these models is threatened by adversarial attacks, potentially leading to fatal misdiagnoses and impeding clinical translation. Unlike natur...