近年代表作：
Yufang Wu; Siwen Chen; Chao Li; Yuan Weng; Wei Wang, The Promise vs. Reality of NFT Decentralization: An Empirical Study of Storage Strategies and Defects, WWW 2026, [PDF], 2026
Chenxu Wang, Wencong Lin, Pinghui Wang, Tao Qin, Wei Wang, Xiaohong Guan: SGA: Self-boosting Attributed Graph Alignment via Neighborhood Consistency-based Edge Enhancement. KDD 2026: 1401-1411 [PDF]
Meng Shen, Jiangyuan Bi, Hao Yu, Zhenming Bai, Wei Wang, Liehuang Zhu: Constructive Noise Defeats Adversarial Noise: Adversarial Example Detection for Commercial DNN Services. NDSS 2026 [PDF]
Yijun Tian, Shaoyu Chen, Zhichao Xu, Yawei Wang, Jinhe Bi, Peng Han, Wei Wang, Reinforcement Mid-Training, ICLR 2026 [PDF]
Xiaoting Lyu; Yufei Han; Hangwei Qian; Ivor W. Tsang; Wei Wang, TrojanGPL: Vulnerability Analysis and Mitigation of Backdoor Attacks on Graph Prompt Learning, IEEE Transactions on Dependable and Secure Computing, [PDF], 2026
Xiaobo Ma; Pengyu Pan; Jianfeng Li; Wei Wang; Weizhi Meng; Xiaohong Guan, ABC-Channel: An Advanced Blockchain-Based Covert Channel, IEEE Transactions on Dependable and Secure Computing, [PDF], 2026
Li Duan; Zhenpeng Li; Xiaohan Yuan; Wei Wang; Jiqiang Liu; Wei Ni, FedHydra: Toward Parameter-Efficient and Backdoor-Resistant Federated Unlearning in Human-Centric Metaverse Service, IEEE Transactions on Services Computing, [PDF], 2026
Huafeng Bian; Jianfeng Li; Haodan Luo; Yixuan Liu; Xiaobo Ma; Zhenhua Li; Jialong Zhang; Jigang Wang; Wei Wang, AirCloak: An App-Transparent Traffic Cloaking Middleware Against Wireless Fingerprinting Attack, IEEE Transactions on Networking, [PDF], 2026
Meng Shen; Jin Meng; Bohan Peng; Xiangyun Tang; Wei Wang; Dusit Niyato; Liehuang Zhu, Casper: A Causality-Inspired Defense With Confounder Against Label Inference Attacks in Vertical Split Federated Learning, IEEE Transactions on Information Forensics and Security, [PDF], 2026
Jizhe Jia; Yi Zhao; Meng Shen; Susu Cui; Jing Wang; Bufan Zhao; Wei Wang; Liehuang Zhu, Early-Stage Detection of Encrypted Malware Traffic via Multi-Flow Temporal Graph Learning, IEEE Transactions on Information Forensics and Security, [PDF], 2026
Jianfeng Li; Zheng Lin; Jianhao Li; Wen Li; Yifei Gao; Qinyu Liu; Xiaobo Ma; Wei Wang; Xiapu Luo; Xiaohong Guan, Enabling Entangled Cache Probing for Remotely Reconstructing DNS Query Dynamics, IEEE Transactions on Networking, [PDF], 2026
Li Duan; Pengrui Chen; Wen Zhang; Jiqiang Liu; Ye Du; Ning Ruan; Chao Li; Wei Wang; Wei Ni, Lightweight Authentication for Drone Service Collaboration Using Blockchain-Based Decentralized Identity and Physically Unclonable Functions, IEEE Transactions on Information Forensics and Security, [PDF], 2026
Chang Chen; Guoyu Yang; Wei Wang; Qi Chen; Jin Li, Regulator-Friendly Traceable Anonymous Credentials With Secure Outsourceable Record Retrieval, IEEE Transactions on Information Forensics and Security, [PDF], 2026
Zhangshuang Guan, Yulin Zhao, Zhiguo Wan, Wei Wang, Input Integrity and Authentic Results: Towards Trustworthy Aggregation in Federated Learning, 2025 IEEE International Conference on Computer Communications (INFOCOM 2025), 19–22 May 2025, London, United Kingdom, acceptance rate = 272/1458 = 18.66% [PDF] [联邦学习安全]
Xiangrui Xu, Zhize Li, Yufei Han, Bin Wang, Jiqiang Liu, Wei Wang: From Risk to Resilience: Towards Assessing and Mitigating the Risk of Data Reconstruction Attacks in Federated Learning. USENIX Security 2025: 3141-3160 [PDF]
Zheng Che; Meng Shen; Zhehui Tan; Hanbiao Du; Wei Wang; Ting Chen; Qinglin Zhao; Yong Xie; Liehuang Zhu, Across-Platform Detection of Malicious Cryptocurrency Accounts via Interaction Feature Learning, IEEE Transactions on Information Forensics and Security, [PDF], 2025
Guangquan Xu; Shicheng Feng; Hao Xi; Qingyang Yan; Wenshan Li; Cong Wang; Wei Wang; Shaoying Liu; Zhihong Tian; Xi Zheng, Differential-Trust-Mechanism-Based Trade-Off Method Between Privacy and Accuracy in Recommender Systems, IEEE Transactions on Information Forensics and Security, [PDF], 2025
Xiaohan Yuan; Jiqiang Liu; Bin Wang; Guorong Chen; Xiangrui Xu; Junyong Wang; Tao Li; Wei Wang, FedEditor: Efficient and Effective Federated Unlearning in Cooperative Intelligent Transportation Systems, IEEE Transactions on Information Forensics and Security, [PDF], 2025
Hanbiao Du; Meng Shen; Yang Liu; Zheng Che; Jinhe Wu; Wei Wang; Liehuang Zhu, Fine-Grained and Class-Incremental Malicious Account Detection in Ethereum via Dynamic Graph Learning, IEEE Transactions on Information Forensics and Security, [PDF], 2025
Xu Han; Haocong Li; Wei Wang; Haining Wang; Xiaobo Ma; Shouling Ji; Qiang Li, SoFi: Spoofing OS Fingerprints Against Network Reconnaissance, IEEE Transactions on Information Forensics and Security, [PDF], 2025
Xiangrui Xu; Yiwen Zhao; Yufei Han; Yongsheng Zhu; Zhen Han; Guangquan Xu; Bin Wang; Shouling Ji; Wei Wang, VFLMonitor: Defending One-Party Hijacking Attacks in Vertical Federated Learning, IEEE Transactions on Information Forensics and Security, [PDF], 2025
Yaguan Qian; Qinqin Yu; Qiqi Bao; Shouling Ji; Wei Wang; Bin Wang; Zhaoquan Gu; Zhen Lei, A Multimodal Adversarial Attack Method via Frequency Domain Enhancement and Fine-Grained Cross-Modal Guidance, IEEE Transactions on Dependable and Secure Computing, [PDF], 2025
Xiaoqiang Gui; Guoxian Yu; Jun Wang; Zhongmin Yan; Wei Wang; Carlotta Domeniconi; Lizhen Cui, Sophon: Byzantine-Robust Federated Learning via Dual Trust Mechanism, IEEE Transactions on Dependable and Secure Computing, [PDF], 2025
Yaguan Qian; Chenyu Zhao; Zhaoquan Gu; Bin Wang; Shouling Ji; Wei Wang; Yanchun Zhang, F2AT: Feature-Focusing Adversarial Training via Disentanglement of Natural and Perturbed Patterns, IEEE Transactions on Knowledge and Data Engineering, [PDF], 2025
Lujia Shen; Yuwen Pu; Xuhong Zhang; Chunpeng Ge; Xing Yang; Hao Peng; Wei Wang; Shouling Ji, TextDefense: Adversarial Text Detection Based on Word Importance Score Dispersion, IEEE Transactions on Dependable and Secure Computing, [PDF], 2025
Guorong Chen; Wei Wang; Yufang Wu; Chao Li; Guangquan Xu; Shouling Ji; Tao Li; Meng Shen; Yufei Han, RobustPFL: Robust Personalized Federated Learning, IEEE Transactions on Dependable and Secure Computing, [PDF], 2025
Xiaoting Lyu; Yufei Han; Wei Wang; Jingkai Liu; Bin Wang; Kai Chen; Yidong Li; Jiqiang Liu; Xiangliang Zhang, CoBA: Collusive Backdoor Attacks With Optimized Trigger to Federated Learning, IEEE Transactions on Dependable and Secure Computing, [PDF], 2025
Guorong Chen; Chao Li; Wei Wang; Li Duan; Bin Wang; Zhen Han; Xiangliang Zhang, FairReward: Towards Fair Reward Distribution Using Equity Theory in Blockchain-Based Federated Learning, IEEE Transactions on Dependable and Secure Computing, [PDF], 2025
吕晓婷，刘敬楷，刘芷辰，陈政，许光全，罗文坚，沈蒙，王滨，纪守领，陈恺，王伟*. 联邦学习后门攻击威胁与对抗性防御方法综述. 计算机学报 [PDF], 2025.
王晨旭，孙一帆，柳博洋，师金宸，沈彦成，王 伟，基于区块链的动态多云多副本数据完整性审计方法研究，计算机学报 [PDF]，2025(48)2:497-516.
Xiaoting Lyu, Yufei Han, Wei Wang*, Jingkai Liu, Yongsheng Zhu, Guangquan Xu, Jiqiang Liu, Xiangliang Zhang, Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning, USENIX Security 2024, August 14–16, 2024, Philadelphia, PA, pages 4157-4174 [PDF]. [联邦学习安全]
Xiaoting Lyu, Yufei Han, Wei Wang*, Hangwei Qian, Ivor Tsang, Xiangliang Zhang, Cross-Context Backdoor Attacks against Graph Prompt Learning, KDD 2024, Pages 2094-2105 [PDF]. [联邦学习安全]
Yurong Hao, Xihui Chen, Xiaoting Lyu, Jiqiang Liu, Yongsheng Zhu, Zhiguo Wan, Sjouke Mauw, Wei Wang*, Not One Less: Exploring Interplay between User Profiles and Items in Untargeted Attacks against Federated Recommendation, ACM CCS 2024, accepted [PDF] [联邦推荐安全]
Xiangrui Xu, Wei Wang*, Zheng Chen, Bin Wang, Chao Li, Li Duan, Zhen Han, Yufei Han, Finding the PISTE: Towards Understanding Privacy Leaks in Vertical Federated Learning Systems, IEEE Transactions on Dependable and Secure Computing (TDSC), 2024, accepted [DOI][联邦学习隐私]
Yurong Hao, Xihui Chen, Wei Wang*, Jiqiang Liu, Tao Li, Junyong Wang, Witold Pedrycz, Eyes on Federated Recommendation: Targeted Poisoning with Competition and Its Mitigation, IEEE Transactions on Information Forensics and Security, 2024, accepted [联邦学习安全]
Meng Shen, Zhehui Tan, Dusit Niyato, Yuzhi Liu, Jiawen Kang, Zehui Xiong, Liehuang Zhu, Wei Wang, Xuemin (Sherman)Shen, Artificial Intelligence for Web 3.0: A Comprehensive Survey, ACM Computing Surveys, 2024, accepted [PDF]. [Web3.0]
Xueshuo Xie, Haoxu Wang, Zhaolong Jian and Li Tao, Wei Wang, Zhiwei Xu, Guiling Wang, Memory-Efficient and Secure DNN Inference on TrustZone-enabled Consumer IoT Devices, IEEE Conference on Computer Communications (IEEE INFOCOM 2024), Vancouver, Canada, 20–23 May 2024 (acceptance rate=256/1307=19.6%). CCF A
Chao Li, Balaji Palanisamy*, Runhua Xu, Li Duan, Jiqiang Liu*, Wei Wang*, How Hard is Takeover in DPoS Blockchains? Understanding the Security of Coin-based Voting Governance, Proceedings of The 30th ACM Conference on Computer and Communications Security (CCS 2023), 26-30 NOV., Copenhagen, Denmark, 2023 [DOI][PDF], (acceptance rate=234/1222=19.1%) CCF A [区块链治理][2023年度中国区块链技术领域（英文）优秀论文][CCS 2023 Distinguished Paper Award]
Xiaoting Lyu, Yufei Han, Wei Wang*, Jingkai Liu, Bin Wang, Jiqiang Liu, Xiangliang Zhang. Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning. Proceedings of Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023). Feb 7-14, 2023 Washington DC (Acceptance rate 1721/8777 = 19.6%). [DOI]PDF][CODE], CCF A [联邦学习中的后门攻击]
Yaguan Qian, Shuke He, Chenyu Zhao, Jiaqiang Sha, Wei Wang, Bin Wang, LEA2: A Lightweight Ensemble Adversarial Attack via Non-overlapping Vulnerable Frequency Regions, International Conference on Computer Vision (ICCV 2023), Paris, October 2023, CCF A [人工智能安全]
Xiaohan Yuan, Jiqiang Liu, Bin Wang, Wei Wang*, Bin Wang, Tao Li, Xiaobo Ma, Witold Pedrycz, FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-hoc Networks.IEEE Transactions on Information Forensics and Security, [DOI]PDF][CODE] 2023, CCF A (early access) [联邦学习隐私增强]
Yingnan Zhou, Xue Hu, Sihan Xu, Yan Jia, Yuhao Liu, Junyong Wang, Guangquan Xu, Wei Wang, Shaoying Liu, Thar Baker, Multi-misconfiguration Diagnosis via Identifying Correlated Configuration Parameters, IEEE Transactions on Software Engineering, [DOI][PDF] 2023, early access, CCF A [软件安全与分析]
Yongzhong He, Yiming Wang, Sencun Zhu, Wei Wang*, Yunjia Zhang, Qiang Li, Aimin Yu, Automatically Identifying CVE Affected Versions with Patches and Developer Logs, IEEE Transactions on Dependable and Secure Computing (TDSC),[DOI]PDF][CODE] 2023, CCF A (early access) [软件漏洞挖掘]
Xiangrui Xu, Pengrui Liu, Wei Wang*, Hong-Liang Ma, Bin Wang, Zhen Han, and Yufei Han, CGIR: Conditional Generative Instance Reconstruction Attacks against Federated Learning, IEEE Transactions on Dependable and Secure Computing (TDSC),2023 [DOI] [PDF][CODE] (early access), CCF A [联邦学习中的隐私推理攻击]
Heng Ye, Qiang Zeng, Jiqiang Liu, Xiaojiang Du, Wei Wang* : Easy Peasy: A New Handy Method for Pairing Multiple COTS IoT Devices, IEEE Transactions on Dependable and Secure Computing (TDSC), 2022 [DOI], CCF A (early access).
Wei Wang, Xiangyu Wei, Xiaoyang Suo, Bin Wang, Hao Wang, Hong-Ning Dai, Xiangliang Zhang: HGATE: Heterogeneous Graph Attention Auto-Encoders, IEEE Transactions on Knowledge and Data Engineering, early access, 2022 [DOI], CCF A. ESI高被引论文
Jin Li, Heng Ye, Tong Li, Wei Wang, Wenjing Lou, Y. Thomas Hou, Jiqiang Liu, Rongxing Lu, Efficient and Secure Outsourcing of Differentially Private Data Publishing with Multiple Evaluators, IEEE Transactions on Dependable and Secure Computing (TDSC), Vol. 19, Issue: 1, pp. 67-76, 2022.ESI高被引论文
Wei Wang, Jingjing Song, Guangquan Xu, Yidong Li, Hao Wang, Chunhua Su: ContractWard: Automated Vulnerability Detection Models for Ethereum Smart Contracts.IEEE Transactions on Network Science and Engineering 8(2): 1133-1144 (2021) [DOI] ESI高被引论文. [智能合约漏洞挖掘]
Dawei Wang, Kai Chen*, Wei Wang*: Demystifying the Vetting Process of Voice-controlled Skills on Markets, Proc. ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) (UbiComp 2021), 5(3): 130:1-130:28 (2021) [DOI], CCF A [智能音箱中的应用安全]
Xing Liu, Jiqiang Liu, Sencun Zhu, Wei Wang*, Xiangliang Zhang, Privacy Risk Analysis and Mitigation of Analytics Libraries in the Android Ecosystem, IEEE Transactions on Mobile Computing, vol. 19, no. 5, pp. 1184-1199, 2020 [DOI] CCF A, ESI高被引论文
Lun Li, Jiqiang Liu, Lichen Cheng, Shuo Qiu, Wei Wang*, Xiangliang Zhang, Zonghua Zhang, “CreditCoin: A Privacy-Preserving Blockchain-based Incentive Announcement Network for Communications of Smart Vehicles”, IEEE Transactions on Intelligent Transportation Systems, 19(7): 2204-2220 (2018) [DOI], one of the most 10 frequently accessed documents for this Transaction! (6000+ full text views since 2018). ESI高被引论文, 2021年度北京市广泛关注学术论文, 谷歌学术被引600+次
标准与专利等
申请中国发明专利102项，授权65
授权美国专利1
参与编制行业标准8
参与编制国家标准12
参与编制国际标准3