English
董起豪，男，2026年毕业于南京理工大学网络空间安全专业，获博士学位，2024.4-2025.4 悉尼科技大学访问学者。现任浙江财经大学信息技术与人工智能学院校聘副教授。研究方向为联邦学习攻防、分布式系统安全与隐私、拜占庭场景等。作为核心成员参与2项国家自然科学基金面上项目。近年来，在网安领域发表高水平论文多篇，其中以一作身份在 IEEE Transactions on Information Forensics and Security (CCF A)、IEEE Internet of Things Journal、Information Fusionl、Neurocomputing、IEEE International Conference On Distributed Computing Systems等国内外重要学术期刊发表SCI top论文近10篇。长期担任IEEE TIFS、IEEE TNNLS、IEEE TCE、IEEE TITS、WWW、ICDCS等国际顶级会议和期刊的审稿人。
个人主页：https://cobbd.github.io/
一、科研论文
Qihao Dong, Zhiyang Dai, Yansong Gao, Yifeng Zheng, Anmin Fu, Willy Susilo. FORCE: Byzantine-Resilient Decentralized Federated Learning via Game-Theoretic Contribution Aggregation[J]. IEEE Transactions on Information Forensics and Security, 2026, 21: 3182-3196. (IF: 8.9, CCF-A类期刊)
Qihao Dong, Shengyuan Yang, Zhiyang Dai, Yansong Gao, Shang Wang, Yuan Cao, Anmin Fu, Willy Susilo. CareFL: Contribution Guided Byzantine-Robust Federated Learning[J]. IEEE Transactions on Information Forensics and Security, 2024, 19: 9714-9729. (IF: 8.9, CCF-A类期刊)
Qihao Dong, Yansong Gao, Chunyi Zhou, Shengyuan Yang, Boyu Kuang, Anmin Fu. SmartFL: Simple Majority Rule Based Byzantine-Robust Federated Learning[J]. Information Fusion, 2026, 126(Part A): 103555. (IF: 15.5, SCI TOP)
Qihao Dong, Xu Zheng, Anmin Fu, Mang Su, Lei Zhou, Shui Yu. DMRA: Model Usability Detection Scheme Against Model-Reuse Attacks in the Internet of Things[J]. IEEE Internet of Things Journal, 2023, 10(19): 16907-16916. (IF: 8.9, CCF-C类期刊, SCI TOP)
Qihao Dong, Yang Bai, Mang Su, Yansong Gao, Anmin Fu. DRIFT: DCT-Based Robust and Intelligent Federated Learning with Trusted Privacy[J]. Neurocomputing, 2025, 658: 131697. (IF: 6.5, CCF-C类期刊, SCI TOP)
Xianglong Zhang, Haoming Luo, Mingda Han, Qihao Dong, Guoming Zhang, Yanni Yang, Qianli Li, Pengfei Hu. InverCRS: Generative Audio Inversion Attack in Collaborative Recognition Systems[C]// Proceedings of the IEEE International Conference on Distributed Computing Systems (ICDCS) 2025. (CCF-B类会议)
Xu Zheng, Qihao Dong, Anmin Fu. WMDefense: Using Watermark to Defense Byzantine Attacks in Federated Learning[C]// Proceedings of IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). 2022.