作者位次 #3/7ACL 2026Poster· Natural Language Processing
M ed F orge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning
Zhihui Chen · Kai He · Qingyuan Lei · Bin Pu · Jian Zhang · Yuling Xu · Mengling Feng
摘要
Text-guided image editors can now manipulate authentic medical scans with high fidelity, enabling lesion implantation/removal that threatens clinical trust and safety. Existing defenses are inadequate for healthcare. Medical detectors are largely black-box, while MLLM-based explainers are typical...