University of Science and Technology Beijing 2024.06 - Now
Zhejiang Univerisity of Technology 2022.07 - 2024.05
Alibaba Group, Hangzhou, CHINA 2020.08 - 2022.06
Tsinghua University, Beijing, CHINA 2015.9 - 2020.7
- Ph.D. in Computer Science (CS)
- Supervisor: Prof. Jianping Wu; Co-supervisor: Prof. Qi Li
City University of Hong Kong 2017.12 – 2019.02
- Research assistant
- Supervisor: Prof. Cong Wang
Trusted Computing, Verifiable Network, Machine Learning Security, Network Security
Xiaoli Zhang, Wenxiang Sun, Zhicheng Xu, Hongbing Cheng, Chengjun Cai, Helei Cui, Qi Li, EVM-Shield: In-Contract State Access Control for Fast Vulnerability Detection and Prevention [J], IEEE Transactions on Information Forensics & Security (TIFS), 2024. (CCF A, IF=6.8）
Xiaoli Zhang, Wei Geng, Yiqiao Song, Hongbing Cheng, Ke Xu, Qi Li, "Privacy-preserving and Lightweight Verification of Deep Packet Inspection In Clouds"[J], IEEE/ACM Transactions on Networking (ToN), 2023, to appear. (CCF A, IF=3.796)
Xiaoli Zhang, Zhicheng Xu, Hongbing Cheng, Tong Che, Ke Xu, Weiqiang Wang, Wenbiao Zhao, Chunping Wang and Qi Li, “Secure Collaborative Learning in Mining Pool via Robust and Efficient Verification”, in Proc. of IEEE International Conference on Distributed Computing Systems (ICDCS), 2023. (CCF B, Acceptance ratio: 83/439=18.9%)
Zhe Sun, Peng Zhao, Chunping Wang, Xiaoli Zhang#, Hongbing Cheng#, "An Efficient and Secure Trading Framework for Shared Charging Service based on Multiple Consortium Blockchains"[J], IEEE Transactions on Services Computing (TSC), 2022, doi: 10.1109/TSC.2022.3216659. (CCF A, IF=11.019, #corresponding authors)
Zijie Yang, Jiahao Cao, Zhuotao Liu, Xiaoli Zhang, Kun Sun, Qi Li, "Good Learning, Bad Performance: A Novel Attack Against RL-Based Congestion Control Systems"[J], IEEE Transactions on Information Forensics and Security (TIFS), vol. 17, pp. 1069-1082, 2022, doi: 10.1109/TIFS.2022.3154244. (CCF A, IF=7.231)
Xiaoli Zhang, Qi Li, Zeyu Zhang, Jianping Wu, Jiahai Yang, "vSFC: Generic and Agile Verification of Service Function Chains in the Cloud"[J], IEEE/ACM Transactions on Networking (ToN) 29, 1 (Feb. 2021), 78–91, doi: 10.1109/TNET.2020.3028846. (CCF A, IF=3.796)
Zeyu Zhang*, Xiaoli Zhang*, Qi Li, Kun Sun, Yinqian Zhang, Songsong Liu, Jianping Wu, Yukun Liu, Xiaoning Li. "See through Walls: Detecting Malware in SGX Enclaves with SGX-Bouncer", in Proc. of ACM ASIACCS, 2021. (CCF C, *equal contribution, Acceptance ratio: 18.4%)
Fengting Li, Xuankai Liu, Xiaoli Zhang, Qi Li, Kun Sun, Kang Li, "TaintRadar: A Generic Approach to Detecting Localized Adversarial Examples via Critical Region Analysis", in Proc. of IEEE International Conference on Computer Communications (INFOCOM), 2021. (CCF A, Acceptance ratio: 19.9%)
Xiaoli Zhang, Fengting Li, Zeyu Zhang, Qi Li, Cong Wang, Jianping Wu, "Enabling Execution Assurance of Federated Learning at Untrusted Participants", in Proc. of IEEE International Conference on Computer Communications (INFOCOM), 2020. (CCF A, Acceptance ratio: 268/1354 = 19.8%)
Xiaoli Zhang, Huayi Duan, Cong Wang, Qi Li, Jianping Wu, "Towards Verifiable Performance Measurement over In-the-Cloud Middleboxes", in Proc. of IEEE International Conference on Computer Communications (INFOCOM), 2019. (CCF A, Acceptance ratio: 288/1464 = 19.7%)
Xiaoli Zhang, Qi Li, Jianping Wu, Jiahai Yang, "Generic and agile service function chain verification on cloud", in Proc. of IEEE/ACM International Symposium on Quality of Service (IWQoS), 2017. (CCF B, Acceptance ratio: 29/164 = 19.9%)
Xiaoli Zhang, Cong Wang, Qi Li, Jianping Wu. "Towards Comprehensive Network Verification: Practices, Challenges and Beyond"[J]. IEEE Network, 2019. (JCR Q1, IF=10.294)
- Research on Key Technologies of Secure and Verifiable Distributed Machine Learning, Project Leader, Zhejiang Provincial Natural Science Foundation of China, 2023.01 - 2025.12.
- Research on Lightweight Verifiable Execution Methods for Distributed Machine Learning, Project Leader, National Natural Science Foundation of China, 2024.01 - 2026.12.
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Invited journal reviewer:
- IEEE Transactions on Dependable and Secure Computing (TDSC)
- IEEE/ACM Transactions on Networking (ToN)
- IEEE Journal on Selected Areas in Communications (JSAC)
- IEEE Transactions on Network and Service Management (TNSM)
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Program Committee Member
- IEEE Globecom 2019~2020
IEEE Member, CCF Member
- ICDCS 2023 Travel Grant, 2023
- Outstanding Graduates of Beijing (北京市优秀毕业生), 2020
- INFOCOM 2020 Student Travel Grant, 2020
- 首届SGX应用创意大赛, 2019
- National Scholarship for outstanding undergraduates (国家奖学金), 2019