Meng-Ling Feng

MedForge-RSI: Medical Deepfake Detection via Recursive Self-Improvement

Text-guided image editors can generate high-fidelity medical deepfakes, challenging the reliability of clinical imagery. Although reasoning-based detectors perform strongly in distribution, they degrade substantially under deployment shift. MedForge-Reasoner, an 8B vision-language model trained with supervised fine-tun...