@article{mpfnetexposinghighfidelityaigeneratedvid, title = {MPF-Net: Exposing High-Fidelity AI-Generated Video Forgeries via Hierarchical Manifold Deviation and Micro-Temporal Fluctuations}, author = {Xinan He and Kaiqing Lin and Yue Zhou and Jiaming Zhong and Wei Ye and Wenhui Yi and Bing Fan and Feng Ding and Haodong Li and Bo Cao and Bin Li}, year = {2026}, eprint = {2601.21408}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.21408}, }