余佩鹏，南京信息工程大学网络空间安全学院专任教师，数字媒体取证与安全专委会委员。主要研究方向为多媒体取证、人工智能安全。近年来以第一作者身份在ICML、ACM MM、IEEE TIFS等国际期刊和会议上发表论文10余篇，担任IEEE TDSC、ICML、CVPR、ACM MM、ECCV等多个期刊会议的审稿人，参与国家重点研发计划、国家自然科学基金联合基金重点等多个项目。
代表论文：
[1] Peipeng Yu, Jianwei Fei, Zhihua Xia, Zhili Zhou, and Jian Weng, Improving Generalization by Commonality Learning in Face Forgery Detection. IEEE Transactions on Information Forensics and Security, vol. 17, pp. 547-558, 2022. (CCF A)
[2] Peipeng Yu, Jianwei Fei, Hui Gao, Xuan Feng, Zhihua Xia, and Chip Hong Chang. Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection. Proceedings of the 42nd International Conference on Machine Learning, 2025, pp. 72925–72943. (CCF A)
[3] Peipeng Yu, Hui Gao, Jianwei Fei, Zhitao Huang, Zhihua Xia, and Chip-Hong Chang. DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder. IEEE Transactions on Information Forensics and Security, 2026, vol. 21, pp. 4319–4332. (CCF A)
[4] Peipeng Yu, Jinfeng Xie, Chengfu Ou, Xiaoyu Zhou, Jianwei Fei, Yunshu Dai, Zhihua Xia, and Chip Hong Chang. High-Fidelity Face Content Recovery via Tamper-Resilient Versatile Watermarking. Proceedings of the 34rd ACM International Conference on Multimedia (MM ’26), 2026. (accepted, CCF A)
[5] Lizhi Xiong#, Peipeng Yu#, and Yue Wu. MADPHash: Manipulation-Aware Deep Perceptual Hashing using Feature Consistency. Proceedings of the 33rd ACM International Conference on Multimedia (MM ’25), 2025, pp. 8038–8047. (共一, CCF A)