Md Raihan Khan

Md Raihan Khan

Lecturer in EEE (North Western University) & B.Sc. graduate (KUET). Efficient, geometry-aware deep learning: generative modeling, optimal transport, and neural signals.

MCFN: A Lightweight Multi-Path Compound Fusion Network for Deepfake Face Detection

Published in Neural Computing and Applications (Springer) — under review, 2026, 2026

MCFN is a lightweight, multi-path compound fusion network for deepfake face detection. The architecture combines complementary feature paths in a compact design aimed at strong detection accuracy under a limited computational budget.

Recommended citation: Susmita Saha Lagna and Md Raihan Khan, "MCFN: A Lightweight Multi-Path Compound Fusion Network for Deepfake Face Detection," Neural Computing and Applications, Springer (under review, 2026).