| 2026 | AAAI | Generic Adversarial Attack Framework Against Graph-based Vertical Federated Learning. | Yimin Liu, Peng Jiang, Qi Liu, Liehuang Zhu |
| 2026 | ACISP | Secure Sealed-Bidding Networks via Conditional Time-Aware Access Authorization. | Qi Liu, Peng Jiang, Yimin Liu, Zhen Zhao, Liehuang Zhu |
| 2026 | DSN | Accurate, Secure, and Efficient Semi-Constrained Navigation with Multiple Spatial Restrictions. | Meng Li, Yao Hu, Yan Qiao, Zijian Zhang, Liehuang Zhu, Mauro Conti |
| 2026 | ISCAS | HyperNTT: An Ultra-High Throughput Number Theoretic Transform Accelerator for FHE. | Yan Xu, Xiyan Dong, Jiarui Wang, Leyan Zhang, An Wang, Xinghua Wang, Liehuang Zhu, Jingqi Zhang |
| 2026 | IWQoS | AuEx: Automatic Exploration for Fresh Creative Ads via Large-Scale Deep Reinforcement Learning. | Yi Zhao, Qi Tan, Ming Zhu, Liehuang Zhu |
| 2026 | KSEM | Safety-Liveness Probability Consensus in Cross-Domain Authentication of Decentralized Identity. | Nuo Xu, Keke Gai, Dongjue Wang, Tianxiu Xie, Jing Yu, Liehuang Zhu |
| 2026 | NDSS | Constructive Noise Defeats Adversarial Noise: Adversarial Example Detection for Commercial DNN Services. | Meng Shen, Jiangyuan Bi, Hao Yu, Zhenming Bai, Wei Wang, Liehuang Zhu |
| 2026 | WWW | Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework. | Zhaoqi Wang, Daqing He, Zijian Zhang, Ye Liu, Jiamou Liu, Zhirui Zeng, Zhan Qin, Zhen Li, Xin Li, Hongwei Yao, Jincheng An, Yong Liu, Yi Li, Qi Sun, Xiulei Liu, Liehuang Zhu |
| 2025 | AAAI | MFL-Owner: Ownership Protection for Multi-modal Federated Learning via Orthogonal Transform Watermark. | Keke Gai, Dongjue Wang, Jing Yu, Mohan Wang, Liehuang Zhu, Qi Wu |
| 2025 | AAAI | Towards Effective, Efficient and Unsupervised Social Event Detection in the Hyperbolic Space. | Xiaoyan Yu, Yifan Wei, Shuaishuai Zhou, Zhiwei Yang, Li Sun, Hao Peng, Liehuang Zhu, Philip S. Yu |
| 2025 | ACISP | sfGlitter: A Fully Adaptive and Tightly Secure Threshold Signature. | Shaolong Tang, Peng Jiang, Liehuang Zhu |
| 2025 | CCS | Swallow: A Transfer-Robust Website Fingerprinting Attack via Consistent Feature Learning. | Meng Shen, Jinhe Wu, Junyu Ai, Qi Li, Chenchen Ren, Ke Xu, Liehuang Zhu |
| 2025 | IJCAI | Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios. | Liangqi Lei, Keke Gai, Jing Yu, Liehuang Zhu, Qi Wu |
| 2025 | INFOCOM | Preference Profiling Attacks Against Vertical Federated Learning Over Graph Data. | Yimin Liu, Peng Jiang, Liehuang Zhu |
| 2025 | ICWS | ChainAttack: Black-Box Adversarial Attacks on Generative AI Services via Chain-of-Thought. | Xixi Zheng, Zihao Xu, Xuhao Ren, Chuan Zhang, Liehuang Zhu |
| 2025 | IWCMC | Verifiable Predicate-based Access Control Encryption with Dynamic Revocation. | Chi Zhang, Peng Jiang, Zijian Zhang, Liehuang Zhu |
| 2025 | IWQoS | SecPoS: Slashable Proof-of-Stake Consensus with Low Transaction Delays and Checkpoint Costs. | Chuan Zhang, Zekai Yu, Zhe Peng, Mingyang Zhao, Liehuang Zhu, Bin Xiao |
| 2025 | KSEM | DynaKiteQuery: Top-K Closest-Vertex Queries on Dynamic Attributed Knowledge Graphs for IIoT Applications. | Qing Fan, Weixiao Wang, Yajie Wang, Hui Xie, Yudi Zhang, Liehuang Zhu |
| 2025 | KSEM | Federated Rank Learning with Dimensionality Reduction and Clustering for Electricity Load Forecasting. | Lei Li, Bing Su, Shichao Zhang, Yuchong Liu, Jianchao Zheng, Chuan Zhang, Liehuang Zhu |
| 2025 | KSEM | Privacy-Preserving Shortest Path Queries on Encrypted Attributed IIoT Graphs. | Weixiao Wang, Qing Fan, Yajie Wang, Chuan Zhang, Liehuang Zhu |
| 2025 | KSEM | Label Inference Attacks Against Federated Unlearning. | Wei Wang, Xiangyun Tang, Yajie Wang, Yijing Lin, Tao Zhang, Meng Shen, Dusit Niyato, Liehuang Zhu |
| 2025 | WWW | Achieving Personalized Privacy-Preserving Graph Neural Network via Topology Awareness. | Dian Lei, Zijun Song, Yanli Yuan, Chunhai Li, Liehuang Zhu |
| 2025 | TrustCom | Privacy-Preserving and Control-Compliant Authenticated Access for the AI-Enabled Industrial Internet of Things. | Qing Fan, Yumeng Xie, Zhitao Guan, Yongshuang Wei, Yajie Wang, Chuan Zhang, Liehuang Zhu |
| 2025 | TrustCom | Overcoming Data Mining in Blockchain-Based Covert Communication: Transaction Withdrawal and Multisig Embedding. | Jialing He, Zhuo Chen, Yijing Lin, Jiacheng Wang, Liehuang Zhu, Zhu Han, Rahim Tafazolli, Tao Xiang |
| 2025 | SecureComm | PPCM-Fed: Privacy-Preserving Cross-Modal Federated Learning in IoT. | Dongjue Wang, Keke Gai, Jing Yu, An Wang, Zhijing Cao, Liehuang Zhu |
| 2025 | SecureComm | Defending Against Malicious Clients in Robust Heterogeneous Federated Learning. | Zijun Wang, Keke Gai, Jing Yu, Liehuang Zhu |
| 2024 | ACISP | CrossAAD: Cross-Chain Abnormal Account Detection. | Yong Lin, Peng Jiang, Fuchun Guo, Liehuang Zhu |
| 2024 | CIKM | DAMe: Personalized Federated Social Event Detection with Dual Aggregation Mechanism. | Xiaoyan Yu, Yifan Wei, Pu Li, Shuaishuai Zhou, Hao Peng, Li Sun, Liehuang Zhu, Philip S. Yu |
| 2024 | CSCWD | Towards Industrial Foundation Models: Framework, Key Issues and Potential Applications. | Yingchao Wang, Chen Yang, Shulin Lan, Weilun Fei, Lihui Wang, George Q. Huang, Liehuang Zhu |
| 2024 | EMNLP | Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent. | Xiaoyan Yu, Tongxu Luo, Yifan Wei, Fangyu Lei, Yiming Huang, Hao Peng, Liehuang Zhu |
| 2024 | GLOBECOM | Privacy Preservation Fully Homomorphic Encryption for Cloud-assisted Biometric Identification with Multi-key. | Shenghui Peng, Peiheng Jia, Jinbo Xiong, Liehuang Zhu, Ximeng Liu |
| 2024 | ICA3PP | A Secure Cross-Account Audit Scheme for Cross-Chain Transactions. | Haotian Deng, Zihao Wang, Yajie Wang, Licheng Wang, Liehuang Zhu, Chuan Zhang |
| 2024 | ICA3PP | Encrypted Malware Traffic Detection Via Time-Frequency Domain Analysis. | Yukai Liu, Jizhe Jia, Jinhe Wu, Junyu Ai, Meng Shen, Liehuang Zhu |
| 2024 | ICA3PP | Cross-Chain Transaction Auditing with Truth Discovery. | Huishu Wu, Xuhao Ren, Mengxuan Liu, Tao Liu, Yajie Wang, Chuan Zhang, Liehuang Zhu |
| 2024 | ICA3PP | Defense Against Textual Backdoors via Elastic Weighted Consolidation-Based Machine Unlearning. | Haojun Xuan, Yajie Wang, Huishu Wu, Tao Liu, Chuan Zhang, Liehuang Zhu |
| 2024 | ICA3PP | Behavior-Driven Encrypted Malware Detection with Robust Traffic Representation. | Peng Yin, Jizhe Jia, Jing Wang, Yukai Liu, Meng Shen, Liehuang Zhu |
| 2024 | ICA3PP | Data-Free Encoder Stealing Attack in Self-supervised Learning. | Chuan Zhang, Xuhao Ren, Haotian Liang, Qing Fan, Xiangyun Tang, Chunhai Li, Liehuang Zhu, Yajie Wang |
| 2024 | ICASSP | MHPS: Multimodality-Guided Hierarchical Policy Search for Knowledge Graph Reasoning. | Chen Gao, Xugong Qin, Peng Zhang, Yongquan He, Xinjian Huang, Ming Zhou, Liehuang Zhu, Qingfeng Tan |
| 2024 | ICPADS | Towards Lightweight User Identification of Anonymous Cryptocurrency Wallet via Encrypted Traffic Correlation. | Xiangdong Kong, Jizhe Jia, Jinhe Wu, Meng Shen, Liehuang Zhu |
| 2024 | INFOCOM | A Generic Blockchain-based Steganography Framework with High Capacity via Reversible GAN. | Zhuo Chen, Liehuang Zhu, Peng Jiang, Jialing He, Zijian Zhang |
| 2024 | INFOCOM | Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics. | Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Xiaoming Fu |
| 2024 | ISPA | A Lightweight Privacy-Preserving Asynchronous Federated Learning Scheme in Internet of Vehicles. | Xin Liu, Xiaodong Shen, Chang Xu, Liehuang Zhu, Kashif Sharif |
| 2024 | ISPA | Privacy-Preserving and Robust Federated Learning Based on Secret Sharing. | Jiajia Mei, Xiaodong Shen, Chang Xu, Liehuang Zhu, Guoxie Jin, Kashif Sharif |
| 2024 | IWQoS | Rethinking and Optimizing Workload Redistribution in Large-scale Internet Data Centers. | Yi Zhao, Liang Lv, Yusen Li, Meng Shen, Liehuang Zhu, Ke Xu |
| 2024 | KSEM | ReVFed: Representation-Based Privacy-Preserving Vertical Federated Learning with Heterogeneous Models. | Shuo Wang, Jing Yu, Keke Gai, Liehuang Zhu |
| 2024 | SP | Real-Time Website Fingerprinting Defense via Traffic Cluster Anonymization. | Meng Shen, Kexin Ji, Jinhe Wu, Qi Li, Xiangdong Kong, Ke Xu, Liehuang Zhu |
| 2023 | AAAI | MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model. | Jialing He, Jiamou Liu, Zijian Zhang, Yang Chen, Yiwei Liu, Bakh Khoussainov, Liehuang Zhu |
| 2023 | CaiSE | Regulation-Friendly Privacy-Preserving Blockchain Based on zk-SNARK. | Lei Xu, Yuewei Zhang, Liehuang Zhu |
| 2023 | CSCWD | A Novel Bearing Fault Diagnosis Method based on Stacked Autoencoder and End-edge Collaboration. | Chen Yang, Zou Lai, Yingchao Wang, Shulin Lan, Lihui Wang, Liehuang Zhu |
| 2023 | DSN | Practical Asynchronous Distributed Key Generation: Improved Efficiency, Weaker Assumption, and Standard Model. | Haibin Zhang, Sisi Duan, Chao Liu, Boxin Zhao, Xuanji Meng, Shengli Liu, Yong Yu, Fangguo Zhang, Liehuang Zhu |
| 2023 | GLOBECOM | Fine-Grained Data Rights Governance in Blockchain-Based Cloud-Edge Communications. | Weilin Gan, Mingyang Zhao, Hongchen Guo, Chuan Zhang, Jianan Hong, Liehuang Zhu |
| 2023 | ICDM | BDVFL: Blockchain-based Decentralized Vertical Federated Learning. | Shuo Wang, Keke Gai, Jing Yu, Liehuang Zhu |
| 2023 | ICICS | Illegal Accounts Detection on Ethereum Using Heterogeneous Graph Transformer Networks. | Chang Xu, Shiyao Zhang, Liehuang Zhu, Xiaodong Shen, Xiaoming Zhang |
| 2022 | EUC | Achieving a Blockchain-based Privacy-preserving Quality-aware Knowledge Marketplace in Crowdsensing. | Yanwei Li, Mingyang Zhao, Zihan Li, Weiting Zhang, Jinyang Dong, Tong Wu, Chuan Zhang, Liehuang Zhu |
| 2022 | ICDCS | Stealthy Clustering of Ethereum Transactions Using Time Leakage from Fixed Nodes. | Congcong Yu, Chengpu Jiang, Chen Yang, Meng Shen, Liehuang Zhu, Zheng Che |
| 2022 | ICICS | Using Blockchains for Censorship-Resistant Bootstrapping in Anonymity Networks. | Yang Han, Dawei Xu, Jiaqi Gao, Liehuang Zhu |
| 2022 | ICPADS | Stealing Secrecy from Outside: A Novel Gradient Inversion Attack in Federated Learning. | Chuan Zhang, Haotian Liang, Youqi Li, Tong Wu, Liehuang Zhu, Weiting Zhang |
| 2022 | INFOCOM | Malicious Transaction Identification in Digital Currency via Federated Graph Deep Learning. | Hanbiao Du, Meng Shen, Rungeng Sun, Jizhe Jia, Liehuang Zhu, Yanlong Zhai |
| 2022 | ISPA | Towards Secure Bilateral Friend Query with Conjunctive Policy Matching in Social Networks. | Chuan Zhang, Mingyang Zhao, Tong Wu, Weiting Zhang, Qing Fan, Liehuang Zhu |
| 2021 | AAAI | Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction. | Xiangyun Tang, Dongliang Liao, Weijie Huang, Jin Xu, Liehuang Zhu, Meng Shen |
| 2021 | ICA3PP | V-EPTD: A Verifiable and Efficient Scheme for Privacy-Preserving Truth Discovery. | Chang Xu, Hongzhou Rao, Liehuang Zhu, Chuan Zhang, Kashif Sharif |
| 2021 | ICML | From Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures with Incremental Social Instruments. | Yiwei Liu, Jiamou Liu, Kaibin Wan, Zhan Qin, Zijian Zhang, Bakhadyr Khoussainov, Liehuang Zhu |
| 2021 | ISPA | Heuristic-based Blockchain Assignment: An Empirical Study. | Jianyu Chen, Keke Gai, Peng Jiang, Liehuang Zhu |
| 2021 | ISPA | SM9-based Anonymous Search over Encrypted Data. | Ke Ren, Peng Jiang, Liehuang Zhu, Keke Gai |
| 2021 | IWQoS | Efficient Fine-Grained Website Fingerprinting via Encrypted Traffic Analysis with Deep Learning. | Meng Shen, Zhenbo Gao, Liehuang Zhu, Ke Xu |
| 2021 | IWQoS | Privacy-Preserving Approximate Top-k Nearest Keyword Queries over Encrypted Graphs. | Meng Shen, Minghui Wang, Ke Xu, Liehuang Zhu |
| 2021 | KSEM | Blockchain-as-a-Service Powered Knowledge Graph Construction. | Yuwen Li, Hao Yin, Keke Gai, Liehuang Zhu, Qing Wang |
| 2021 | KSEM | BS-KGS: Blockchain Sharding Empowered Knowledge Graph Storage. | Yue Zhang, Keke Gai, Yihang Wei, Liehuang Zhu |
| 2021 | TrustCom | Achieving Efficient and Privacy-preserving Biometric Identification in Cloud Computing. | Chang Xu, Lvhan Zhang, Liehuang Zhu, Chuan Zhang, Kashif Sharif |
| 2020 | GLOBECOM | A Privacy-Preserving Location-Aware and Traffic Order-Based Route Collection Scheme in VANETs. | Chuan Zhang, Liehuang Zhu, Chang Xu, Kashif Sharif |
| 2020 | GLOBECOM | Efficient and Privacy-Preserving Non-Interactive Truth Discovery for Mobile Crowdsensing. | Chuan Zhang, Liehuang Zhu, Chang Xu, Jianbing Ni, Cheng Huang, Xuemin Sherman Shen |
| 2020 | ICA3PP | LNBFSM: A Food Safety Management System Using Blockchain and Lightning Network. | Zhengkang Fang, Keke Gai, Liehuang Zhu, Lei Xu |
| 2020 | ICA3PP | Blockchain Meets DAG: A BlockDAG Consensus Mechanism. | Keke Gai, Ziyue Hu, Liehuang Zhu, Ruili Wang, Zijian Zhang |
| 2020 | ICA3PP | Reputation-Based Trustworthy Supply Chain Management Using Smart Contract. | Haochen Li, Keke Gai, Liehuang Zhu, Peng Jiang, Meikang Qiu |
| 2020 | ICA3PP | Consensus in Lens of Consortium Blockchain: An Empirical Study. | Hao Yin, Yihang Wei, Yuwen Li, Liehuang Zhu, Jiakang Shi, Keke Gai |
| 2020 | IWQoS | DeepQoE: Real-time Measurement of Video QoE from Encrypted Traffic with Deep Learning. | Meng Shen, Jinpeng Zhang, Ke Xu, Liehuang Zhu, Jiangchuan Liu, Xiaojiang Du |
| 2019 | GLOBECOM | Privacy-Preserving Graph Encryption for Approximate Constrained Shortest Distance Queries. | Meng Shen, Siqi Chen, Liehuang Zhu, Renyi Xiao, Ke Xu, Xiaojiang Du |
| 2019 | GLOBECOM | Machine Learning Classification on Traffic of Secondary Encryption. | Meng Shen, Jinpeng Zhang, Siqi Chen, Yiting Liu, Liehuang Zhu |
| 2019 | ICA3PP | An Approach of Secure Two-Way-Pegged Multi-sidechain. | Jinnan Guo, Keke Gai, Liehuang Zhu, Zijian Zhang |
| 2019 | IWQoS | Encrypted traffic classification of decentralized applications on ethereum using feature fusion. | Meng Shen, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du, Yiting Liu |
| 2019 | SecureComm | CoRide: A Privacy-Preserving Collaborative-Ride Hailing Service Using Blockchain-Assisted Vehicular Fog Computing. | Meng Li, Liehuang Zhu, Xiaodong Lin |
| 2019 | SecureComm | Power Analysis and Protection on SPECK and Its Application in IoT. | Jing Ge, An Wang, Liehuang Zhu, Xin Liu, Ning Shang, Guoshuang Zhang |
| 2018 | IPCCC | An Optimal LTE-U Access Method for Throughput Maximization and Fairness Assurance. | Qian Wang, Zhipeng Gao, Xiaojiang Du, Liehuang Zhu |
| 2018 | IPCCC | Privacy Leakage in Smart Homes and Its Mitigation: IFTTT as a Case Study. | Rixin Xu, Qiang Zeng, Liehuang Zhu, Haotian Chi, Xiaojiang Du |
| 2018 | TrustCom | Privacy-Preserving Data Synchronization Using Tensor-Based Fully Homomorphic Encryption. | Keke Gai, Yulu Wu, Liehuang Zhu, Meikang Qiu |
| 2018 | SEKE | A New Satellite Constellation Networking Certification and Reliable Maintenance Protocol (S). | Congyu Huang, Liehuang Zhu, Chunlei Li, Chuan Zhang, Yuxin Chen, Zijian Zhang |
| 2017 | CCS | A Privacy-Preserving and Vessel Authentication Scheme Using Automatic Identification System. | Pengchuan Su, Nan Sun, Liehuang Zhu, Yandong Li, RongRong Bi, Meng Li, Zijian Zhang |
| 2017 | GLOBECOM | A Novel Traceroute-Based Detection Scheme for Wi-Fi Evil Twin Attacks. | Alex Burns, Longfei Wu, Xiaojiang Du, Liehuang Zhu |
| 2017 | GLOBECOM | EPDA: Enhancing Privacy-Preserving Data Authentication for Mobile Crowd Sensing. | Jingwei Liu, Fanghui Cai, Longfei Wu, Rong Sun, Liehuang Zhu, Xiaojiang Du |
| 2017 | IWQoS | When privacy meets economics: Enabling differentially-private battery-supported meter reporting in smart grid. | Zijian Zhang, Wenqiang Cao, Zhan Qin, Liehuang Zhu, Zhengtao Yu, Kui Ren |
| 2016 | DASC | An Anonymous Scheme for Current Taxi Applications. | Zijian Zhang, Ange Tong, Liehuang Zhu, Mingxin Chen, Pengchuan Su |
| 2016 | ICCCN | Joint Optimization of Flow Latency in Routing and Scheduling for Software Defined Networks. | Meng Shen, Liehuang Zhu, Mingwei Wei, Qiongyu Zhang, Mingzhong Wang, Fan Li |
| 2016 | IWQoS | Certificate-aware encrypted traffic classification using Second-Order Markov Chain. | Meng Shen, Mingwei Wei, Liehuang Zhu, Mingzhong Wang, Fuliang Li |
| 2015 | HPCC | Availability-Aware Virtual Network Embedding for Multi-tier Applications in Cloud Networks. | Meng Shen, Ke Xu, Fuliang Li, Fan Li, Liehuang Zhu, Lei Guan |
| 2015 | ICPP | Elastic and Efficient Virtual Network Provisioning for Cloud-Based Multi-tier Applications. | Meng Shen, Ke Xu, Fan Li, Kun Yang, Liehuang Zhu, Lei Guan |
| 2015 | IPCCC | How to protect query and report privacy without sacrificing service quality in participatory sensing. | Meng Li, Fan Wu, Guihai Chen, Liehuang Zhu, Zijian Zhang |
| 2015 | IPCCC | Self-adaptive anonymous communication scheme under SDN architecture. | Tingting Zeng, Meng Shen, Mingzhong Wang, Liehuang Zhu, Fan Li |
| 2015 | IPCCC | Latency-aware routing with bandwidth assignment for Software Defined Networks. | Qiongyu Zhang, Liehuang Zhu, Meng Shen, Mingzhong Wang, Fan Li |
| 2015 | TrustCom | Efficient Searchable Symmetric Encryption for Storing Multiple Source Data on Cloud. | Chang Liu, Liehuang Zhu, Jinjun Chen |
| 2014 | GLOBECOM | Closeness-based routing with temporal constraint for mobile social delay tolerant networks. | Libo Jiang, Fan Li, Chenfei Tian, Liehuang Zhu, Yu Wang |
| 2014 | IPCCC | Achieving bandwidth guarantees in multi-tenant cloud networks using a dual-hose model. | Meng Shen, Lixin Gao, Ke Xu, Liehuang Zhu |
| 2014 | TrustCom | Threshold-Based Secure and Privacy-Preserving Message Verification in VANETs. | Wei Gao, Mingzhong Wang, Liehuang Zhu, Xiaoping Zhang |
| 2013 | Mobisys | Authenticating and tracing biological anonym of VANET based on KMC decentralization and two-factor. | Fei Wang, Yongjun Xu, Lin Wu, Dan Liu, Liehuang Zhu |
| 2011 | IPCCC | An energy efficient and integrity-preserving aggregation protocol in wireless sensor networks. | Liehuang Zhu, Meng Li |
| 2007 | SNPD | An Efficient Hybrid P2P Incentive Scheme. | Zhitao Guan, Yuanda Cao, Muhammad Hanif Durad, Liehuang Zhu |
| 2006 | PRIMA | Ontological Modeling of Virtual Organization Agents. | Lejian Liao, Liehuang Zhu, Jing Qiu |