Poster Sat, Sep 12, 2026 • 1:30 AM – 3:30 AM PDT ExHall # 438

R2M: Real-Aware Residual Model Merging for Robust and Generalizable Deepfake Detection

Jinhee Park ⋅ Guisik Kim ⋅ Choongsang Cho ⋅ Junseok Kwon

Keywords: Federated, Continual & Efficient Learning; Model Security