所在学科

网络空间安全

研究方向

网络空间安全、人工智能安全、互联网体系结构

个人简历

2023/12-至今 威尼斯官方入口welcome，特别副研究员

2021/07-2023/12 清华大学计算机科学与技术系，助理研究员（博士后、水木学者）

2019/09-2020/09 University of Illinois Urbana-Champaign，访问学者

2016/09-2021/06 清华大学计算机科学与技术系，工学博士

2012/09-2016/07 西北工业大学软件与微电子学院，工学学士

代表性论著

代表性期刊论文：

[1] Yi Zhao, Meina Qiao, Haiyang Wang, Rui Zhang, Dan Wang, Ke Xu. Friendship Inference in Mobile Social Networks: Exploiting Multi-Source Information With Two-Stage Deep Learning Framework. IEEE/ACM Transactions on Networking (ToN), 31(2): 542-557, 2023. (CCF A)

[2] Yi Zhao, Ke Xu, Jiahui Chen, Qi Tan. Collaboration-Enabled Intelligent Internet Architecture: Opportunities and Challenges. IEEE Network, 36(5): 98-105, 2022.

[3] Yi Zhao, Ke Xu, Qi Li, Haiyang Wang, Dan Wang, Min Zhu. Intelligent Networking in Adversarial Environment: Challenges and Opportunities. Science China Information Sciences (SCIS), 65(7): 170301:1-170301:11, 2022. (CCF A)

[4] Yi Zhao, Ke Xu, Haiyang Wang, Bo Li, Ruoxi Jia. Stability-based Analysis and Defense against Backdoor Attacks on Edge Computing Services. IEEE Network, 35(1): 163-169, 2021.

[5] Yi Zhao, Ke Xu, Haiyang Wang, Bo Li, Haobin Shi. MEC-Enabled Hierarchical Emotion Recognition and Perturbation-Aware Defense in Smart Cities. IEEE Internet of Things Journal (IoTJ), 8(23): 16933-16945, 2021. (中科院一区)

[6] Yi Zhao, Haiyang Wang, Hui Su, Liang Zhang, Rui Zhang, Dan Wang, Ke Xu. Understand Love of Variety in Wireless Data Market under Sponsored Data Plans. IEEE Journal on Selected Areas in Communications (JSAC), 38(4): 766-781, 2020. (CCF A)

[7] Yi Zhao, Ke Xu, Yifeng Zhong, Xiang-Yang Li, Ning Wang, Hui Su. Incentive Mechanisms for Mobile Data Offloading Through Operator-owned WiFi Access Points. Computer Networks (CN), 174:107226:1-107226:16, 2020. (CCF B)

[8] Guangmeng Zhou, Qi Li, Yang Liu, Yi Zhao, Qi Tan, Su Yao, Ke Xu. FedPAGE: Pruning Adaptively Towards Global Efficiency of Heterogeneous Federated Learning. IEEE/ACM Transactions on Networking (ToN), 2024. (CCF A)

[9] Haibin Li, Yi Zhao, Wenbin Yao, Qi Li, Ke Xu. Towards Real-time ML-based DDoS Detection via Cost-efficient Window-based Feature Extraction. Science China Information Sciences (SCIS), 66(5):152105:1-152105:16, 2023. (CCF A)

[10] Jiahui Chen, Yi Zhao, Qi Li, Xuewei Feng, Ke Xu. FedDef: Defense Against Gradient Leakage in Federated Learning-based Network Intrusion Detection Systems. IEEE Transactions on Information Forensics & Security (TIFS), 18: 4561-4576, 2023. (CCF A)

[11] Huihong Wei, Yi Zhao, Ke Xu. G-Routing: Graph Neural Networks-based Flexible Online Routing. IEEE Network, 37(4): 90-96, 2023.

[12] Ziwei Li, Ke Xu, Haiyang Wang, Yi Zhao, Xiaoliang Wang, Meng Shen. Machine-Learnin-based Positioning: A Survey and Future Direction. IEEE Network, 33(3): 96–101, 2019.

代表性会议论文：

[13] Jiazhi Guan, Yi Zhao, Zhuoer Xu, Changhua Meng, Ke Xu, Youjian Zhao. Adversarial Robust Safeguard for Evading Deep Facial Manipulation. In Proceedings of AAAI, 2024. (CCF A)

[14] Yi Zhao, Meina Qiao, Haiyang Wang, Rui Zhang, Dan Wang, Ke Xu, Qi Tan. TDFI: Two-stage Deep Learning Framework for Friendship Inference via Multi-source Information. In Proceedings of IEEE INFOCOM, 2019. (CCF A)

[15] Yi Zhao, Qi Tan, Xiaohua Xu, Hui Su, Dang Wang, Ke Xu. Congestion-Aware Modeling and Analysis of Sponsored Data Plan from End User Perspective. In Proceedings of IEEE/ACM IWQoS, 2022. (CCF B)

[16] Yi Zhao, Hui Su, Liang Zhang, Dan Wang, Ke Xu. Variety Matters: A New Model for the Wireless Data Market under Sponsored Data Plans. In Proceedings of IEEE/ACM IWQoS, 2019. (CCF B)

[17] Liang Lv, Ke Xu, Haiyang Wang, Meng Shen, Yi Zhao, Minghui Li, Guanhui Geng, Zhichao Liu. Analysis, Modeling, and Implementation of Publisher-side Ad Request Filtering. In Proceedings of IEEE INFOCOM, 2020. (CCF A)

[18] Fan Yang, Ke Xu, Qi Li, Rongxing Lu, Bo Wu, Tong Zhang, Yi Zhao, Meng Shen. I Know If the Journey Changes: Flexible Source and Path Validation. In Proceedings of IEEE/ACM IWQoS, 2020. (CCF B)

研究成果

作为负责人承担了国家自然科学基金青年基金、国家重点研发计划子课题、博士后创新人才项目支持计划关联项目、博士后科学基金面上资助；作为项目骨干参与了NSFC杰青基金项目、NSFC重点项目、NSFC联合基金项目、国家重点研发计划、北京高校卓越青年科学家计划项目；授权中国发明专利10余项、美国发明专利2项。

荣获奖项

1. 2023.11 浙江省科学技术进步奖一等奖（2022年度）

2. 2023.04 中国电子学会科学技术进步奖一等奖（2022年度）

4. 2021.06 清华大学“水木学者”计划

3. 2021.05 第6届博士后创新人才支持计划

5. 2021.10 ACM SIGCOMM China优博奖（2021年度）

学术兼职

受邀担任AAAI、IEEE/ACM IWQoS、ACM NOSSDAV等国际会议的程序委员会成员；受邀担任IEEE TMC、IEEE TIFS、IEEE TDSC、ICML、ACM MM等CCF A类国际期刊和国际会议的审稿人。