Zhiquan Liu

According to our database, Zhiquan Liu authored at least 243 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

SAPE: A Scalable Aggregation With Parallel Encoder for Federated Learning in VANETs.

Xia Feng, Haowei Yang, Wenhao Cheng, Huijuan Zhu, Zhiquan Liu, Liangmin Wang

IEEE Trans. Mob. Comput., May, 2026

An Innovative Blockchain-Assisted Multi-Message and Multi-Receiver Heterogeneous Signcryption for Cross-Domain Vehicle Platoon Communication.

Guangheng Wang, Liangliang Wang, Zhiquan Liu, Kai Zhang, Mingze He, Weiwei Li

IEEE Trans. Veh. Technol., April, 2026

Lightweight Multifactor Authentication and Key Agreement Scheme in Vehicle-to-Grid Networks.

Yangfan Liang, Hong Sun, Xianchao Zhang, Qi Xie, Gao Liu, Zhiquan Liu, Zhiyuan Tan, Yining Liu

IEEE Trans. Veh. Technol., April, 2026

Towards Autonomous Driving with Short-Packet Rate Splitting: Age of Information Analysis and Optimization.

Zirui Zheng, Yingyang Chen, Xinyue Pei, Xingwei Wang, Zhiquan Liu, Theodoros A. Tsiftsis, Miaowen Wen, Pingzhi Fan

CoRR, April, 2026

Federated Deep Reinforcement Learning for Combating Cyber-Threats Specific to EV Charging in Next-Gen WPT Infrastructure.

Miaojiang Chen, Kaiwen Luo, Pengshuo Wang, Wenjing Xiao, Zhiquan Liu, Anfeng Liu, Ahmed Farouk, Min Chen

IEEE Trans. Intell. Transp. Syst., March, 2026

Osmosis Distillation: Model Hijacking with the Fewest Samples.

Yuchen Shi, Huajie Chen, Heng Xu, Zhiquan Liu, Jialiang Shen, Chi Liu, Shuai Zhou, Tianqing Zhu, Wanlei Zhou

CoRR, March, 2026

Locally Differentially Private Truth Discovery for Sparse Crowdsensing.

Pengfei Zhang, Zhikun Zhang, Yang Cao, Xiang Cheng, Youwen Zhu, Zhiquan Liu, Ji Zhang

IEEE Trans. Knowl. Data Eng., February, 2026

Attacks and Detections in Recommender Systems: A Comprehensive Analysis for Models, Progresses, and Trends.

Yan Feng, Zhihai Yang, Kexin Li, Jianxin Li, Pinghui Wang, Zhiquan Liu

IEEE Trans. Knowl. Data Eng., February, 2026

AgentSentry: Mitigating Indirect Prompt Injection in LLM Agents via Temporal Causal Diagnostics and Context Purification.

Tian Zhang, Yiwei Xu, Juan Wang, Keyan Guo, Xiaoyang Xu, Bowen Xiao, Quanlong Guan, Jinlin Fan, Jiawei Liu, Zhiquan Liu, Hongxin Hu

CoRR, February, 2026

Energy Efficient Trajectory and Communication Design for NOMA-Enhanced UAV-Assisted IoV.

Huan Li, Daosen Zhai, Ruonan Zhang, Lei Liu, Zhiquan Liu, Victor C. M. Leung

IEEE Trans. Veh. Technol., January, 2026

Cer-FeaUn: Certified Feature Unlearning in Vertical Federated Learning.

Yilei Wang, Zhaobo Lu, Zhiquan Liu, Tao Li, Zhenhua Chen, Willy Susilo

IEEE Trans. Mob. Comput., January, 2026

Security-Enhanced Spatial Range Query Over Large-Scale Encrypted Mobile Cloud Datasets.

Yinbin Miao, Jiaqi Yu, Jiliang Li, Xinghua Li, Jun Feng, Zhiquan Liu, Robert H. Deng

IEEE Trans. Mob. Comput., January, 2026

Deep Reinforcement Learning-Based Task Offloading With Collaborative Inference in UAV-Assisted Mobile Edge Computing Networks.

Xiangping Bryce Zhai, Shuang Fu, Changyan Yi, Zhiquan Liu, Chao Dong, Chee Wei Tan

IEEE Trans. Intell. Transp. Syst., January, 2026

Noise-Aware and Dynamically Adaptive Federated Defense Framework for SAR Image Target Recognition.

Yuchao Hou, Zixuan Zhang, Jie Wang, Wenke Huang, Lianhui Liang, Di Wu, Zhiquan Liu, Youliang Tian, Jianming Zhu, Jisheng Dang, Junhao Dong, Zhongliang Guo

CoRR, January, 2026

EAStream: An Environment-Aware Adaptive Bitrate Algorithm for Reliable Video Streaming Services.

Zeming Huang, Wenjing Xiao, Miaojiang Chen, Zhiquan Liu, Min Chen, Athanasios V. Vasilakos, Ahmed Farouk, Houbing Herbert Song

IEEE Trans. Serv. Comput., 2026

Toward Energy-Saving Deployment in Large-Scale Heterogeneous Wireless Sensor Networks for Q-Coverage and C-Connectivity: An Efficient Parallel Framework.

Long Chen, Yukang Jiang, Zishang Qiu, Donglin Zhu, Zhiquan Liu, Zhenzhou Tang

IEEE Trans. Netw. Serv. Manag., 2026

EcoShield: A More Practical Rerouting-Based Defense Against Link Flooding Attacks.

Can Chen, Qinghao Wang, Ning Lu, Wenbo Shi, Zhiquan Liu

IEEE Trans. Netw. Sci. Eng., 2026

Revocable and Flexible Privacy-Preserving Data Computing With Bilateral Access Control for Cloud-Fog-Assisted EHR Systems.

Mengting Yao, Jian Weng, Junjie Huang, Hongkai Liu, Jia-Nan Liu, Zhiquan Liu, Jiasi Weng

IEEE Trans. Inf. Forensics Secur., 2026

Search Me in the Dark: Access Pattern-Hidden Range Query Over Encrypted Spatial Data.

Yinbin Miao, Xin Wang, Guijuan Wang, Yibing Wang, Kaifa Zheng, Xinghua Li, Zhiquan Liu, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2026

ScamSweeper: Detecting Illegal Accounts in Web3 Scams via Transactions Analysis.

Xiaoqi Li, Wenkai Li, Zhijie Liu, Meikang Qiu, Zhiquan Liu, Sen Nie, Zongwei Li, Shi Wu, Yuqing Zhang

IEEE Trans. Inf. Forensics Secur., 2026

Verifiable Multi-User Dynamic Searchable Symmetric Encryption With Forward and Backward Privacy Feasible for Cloud Storage.

Liqing Chen, Yeting Wu, Hao Zhang, Jian Weng, Zhiquan Liu

IEEE Trans. Inf. Forensics Secur., 2026

PPFPS: A Privacy-Preserving Platoon Management Scheme for Flexible Platoon Splitting in Urban Freight Delivery.

Shuaiyu Zhou, Yudan Cheng, Zhiquan Liu, Liangliang Wang, Xiangyun Tang, Na Fan, Jianfeng Ma

IEEE Trans. Dependable Secur. Comput., 2026

Meet Trick With Trick: Revealing Collusion Intentions in Highly Concealed Poisoning Behavior.

Zhihai Yang, Yan Feng, Jianxin Li, Pinghui Wang, Zhiquan Liu

IEEE Trans. Dependable Secur. Comput., 2026

Fault-Tolerant and Key-Leakage Resilient Lightweight Multidimensional Privacy-Preserving Data Aggregation Scheme in Smart Grid.

Liangliang Wang, Chuankun Zhao, Zhiquan Liu, Binbin Wang, Kai Zhang, Mingze He, Weiwei Li

IEEE Trans. Dependable Secur. Comput., 2026

PDRU: A Privacy-Preserving Dual Reputation Updating Scheme With Multi-Dimensional Feedback Scores in Vehicle Platoon.

Yuxin Sun, Zhiquan Liu, Feixiang Ye, Jian Weng, Yinbin Miao, Jingjing Guo, Jianfeng Ma

IEEE Trans. Dependable Secur. Comput., 2026

2PCLGA: Privacy-Preserving and Provable-Secure Certificateless Group Key Agreement Scheme for the Distributed Learning-Based MEC Networks.

Yuqian Ma, Qingfeng Cheng, Zhiquan Liu, Xiangyang Luo, Xiaofeng Chen

IEEE Trans. Dependable Secur. Comput., 2026

A Deep Reinforcement Learning Approach to Time Delay Differential Game Deception Resource Deployment.

Weizhen He, Jinglei Tan, Ruixiang Wang, Zhiquan Liu, Xiangyang Luo, Hongchao Hu, Hengwei Zhang

IEEE Trans. Dependable Secur. Comput., 2026

A Base Station Sleeping Strategy for Large-Scale Scenarios With Multi-Time-Window Spatio-Temporal Graph Convolutional Network.

Mengke Yang, Daosen Zhai, Ruonan Zhang, Lei Liu, Zhiquan Liu, Dusit Niyato

IEEE Trans. Commun., 2026

Maximizing Computation Efficiency and Fairness of Multi-UAV Assisted MEC System Supported by RIS.

Zekun Lu, Linbo Zhai, Wenjie Zhou, Yujuan Jia, Meiyu Jin, Jiande Sun, Zhiquan Liu

IEEE Trans. Commun., 2026

Potential Threat to Cognitive Radio Networks: A Black-Box and Label-Consistent Backdoor Attack Against Modulation Recognition.

Xu Gan, Hongjun Wang, Xinhao Li, Zhiquan Liu, Hao Jiang, Jiangzhou Wang

IEEE Trans. Cogn. Commun. Netw., 2026

Co-Design of Bandwidth-Awareness Scheduling Protocol and Vehicular Platoon Control Subject to DoS Attacks Over VANETs.

Cong Huang, Yinbo Gu, Dezong Zhao, Zhiquan Liu, Quan Shi

IEEE Trans Autom. Sci. Eng., 2026

PFedRobust: A personalized federated learning framework toward robustness against data poisoning attacks in IoT.

Chunmei Li, Tao Li, Andrea Bracciali, Yilei Wang, Hongwei Zhou, Daojing He, Zhiquan Liu

Knowl. Based Syst., 2026

LETA: A Lattice-Based Efficient and Traceable Privacy-Preserving Batch Authentication Scheme for Vehicle Platoon in VANETs.

Qichang Li, Yingjie Xia, Xuejiao Liu, Xiyuan Chen, Zhiquan Liu, Zhen Guo, Zhe Liu, Liming Fang

IEEE J. Sel. Areas Commun., 2026

HeliFed: A dual-helix framework for noise-robust federated learning.

Fanfan Shen, Haoyu Dong, Chao Xu, Zhiquan Liu, Jun Feng, Yanxiang He

Inf. Sci., 2026

FedDPKD: Federated learning with dual-phase knowledge distillation for label distribution skew.

Fanfan Shen, Wenzhang Su, Chao Xu, Zhiquan Liu, Jun Feng, Yanxiang He

Inf. Process. Manag., 2026

DNA Sequence-Inspired Similarity-Driven Particle Swarm Optimization for UAV-BS Deployment.

Donglin Zhu, Jialing Hu, Jiaying Shen, Zhaolong Ouyang, Gangqiang Hu, Changjun Zhou, Shi Cheng, Zhiquan Liu

IEEE Internet Things J., 2026

Spatio-Temporal Propagation-Aware Graph Neural Network for Traffic Flow Prediction.

Wenbiao Yang, Wenli Shang, Zhiquan Liu

IEEE Internet Things J., 2026

Practical Certificateless Aggregate Signcryption With Public Verification for IoMT.

Wenjie Yang, Tao Li, Futai Zhang, Yun Zheng, Zhiquan Liu

IEEE Internet Things J., 2026

Joint Task Offloading and Resource Allocation in RIS-Assisted NOMA-VEC Intent-Based Networking.

Xiaotian Wang, Meng Yi, Miaojiang Chen, Zhiquan Liu, Athanasios V. Vasilakos, H. Herbert Song, Ahmed Farouk

IEEE Internet Things J., 2026

QSDA: Quality-Aware Secure Multidimensional Data Aggregation With Location Privacy for HIoT.

Yijun Wang, Lei Wu, Ye Su, Hao Wang, Weizhi Meng, Zhiquan Liu

IEEE Internet Things J., 2026

Dependency-Aware Dynamic Priority Scheduling for Online Multi-DAG Task Offloading in Mobile Edge Computing.

Haolin Liu, Guizhong Zheng, Zhiquan Liu, Shujuan Tian, Yanchun Li

IEEE Internet Things J., 2026

Hidden Facial Verification Scheme in IoT Cloud Environment Based on Homomorphic Privacy Information Retrieval.

Wenhao Liu, Xu An Wang, Wei Zhao, Weiwei Jiang, Lingling Wu, Haibo Lei, Zhiquan Liu, Dianhua Tang

IEEE Internet Things J., 2026

Secure and Robust Federated Learning Under Dual-Server Architecture in Internet of Things.

Shuying Liu, Jie Ren, Ru Meng, Xinru Yan, Yinbin Miao, Zhiquan Liu, Jinye Peng, Yanfei Zou, Zheben Wang, Hong Li, Kim-Kwang Raymond Choo

IEEE Internet Things J., 2026

An Entropy-Based Privacy-Preserving Federated Deep Reinforcement Learning Framework for Task Offloading in Vehicular Edge Computing Networks.

Yishan Chen, Jianwei Zhang, Wenshuo Dai, Junxiao Han, Miaojiang Chen, Zhiquan Liu, Ahmed Farouk

IEEE Internet Things J., 2026

Differentially private matrix factorization with sub-linear convergence rate for personalized recommendation.

Wang Zhou, Zhiquan Liu, Amin Ul Haq, Yuehui Li, Zoe L. Jiang

Inf. Fusion, 2026

MDVul: A semantic-based complex dependency code vulnerability detection using fusion path.

Sun Zhequ, Siyu Wang, Ning Lu, Wenbo Shi, Zhiquan Liu

Inf. Fusion, 2026

RVAFM: Re-parameterizing Vertical Attention Fusion Module for handwritten paragraph text recognition.

Jinhui Zheng, Zhiquan Liu, Yain-Whar Si, Jianqing Li, Xinyuan Zhang, Xiaofan Li, Haozhi Huang, Xueyuan Gong

Inf. Fusion, 2026

SHIFT: Enhancing federated learning robustness through client-side backdoor detection.

Kang Wang, Liangliang Wang, Zhiquan Liu, Yiyuan Luo, Kai Zhang, Weiwei Li

Inf. Fusion, 2026

ADPGAN: Adaptive Differential Privacy-Preserving GAN for image privacy.

Tao Wang, Tingting Lin, Zhiquan Liu, Xiao Xie, Shihong Yao

Inf. Fusion, 2026

Learning-based data fusion joint optimization of energy cost and resource allocation in modern energy systems.

Pengshuo Wang, Ye Huang, Xiaotian Wang, Wenjing Xiao, Miaojiang Chen, Zhiquan Liu, Ahmed Farouk

Inf. Fusion, 2026

DiffuShield: Flexible privacy-preserving synthetic face generation via generative diffusion model.

Tao Wang, Xiaoyu Chen, Zhiquan Liu, Shihong Yao

Inf. Fusion, 2026

URL2Graph++: Unified semantic-structural-character learning for malicious URL detection.

Ye Tian, Yifan Jia, Jianguo Sun, Yanbin Wang, Zhiquan Liu, Xiaowen Ling

Inf. Fusion, 2026

FedHSA: A privacy-preserving federated learning framework with heterogeneous system alignment.

Jianbin Mai, Zhiquan Liu, Jingjing Guo, Yinbin Miao, Yishan Chen, Libo Wang, Jianfeng Ma

Inf. Fusion, 2026

Defending against high-poisoning backdoor attacks by exploiting loss divergence.

Yuzhuo Jin, Ruijin Wang, Na Wang, Donglin He, Yang Zhang, Zhiquan Liu

Inf. Fusion, 2026

EBMADDPG: Shapley-based explainable moving target defense for edge intelligence-enabled SIoT systems via joint Bayesian Markov games and DRL.

Tao Hong, Yizhou Shen, Xiaoping Wu, Jingnan Dong, Shigen Shen, Zhiquan Liu

Inf. Fusion, 2026

Light-weight monocular depth estimation via transformer-fusion for monocular visual SLAM.

Ying He, Pengshuai Yin, F. Richard Yu, Xinyu Zeng, Zhiquan Liu

Inf. Fusion, 2026

Multi-sensor fusion pose perception for underground applications and robots: Challenges, methods and prospects.

Yuanyuan Dai, Yuming Cui, Jiajun Pu, Guozheng Yang, Daolong Yang, Songquan Wang, Lie Li, Songyong Liu, Lei Si, Zenghui Liu, Xiaohui Liu, Zhiquan Liu

Inf. Fusion, 2026

Learning to adapt: Dual-router mixture-of-experts feature fusion for preference-aware adaptive video streaming.

Lin An, Zhiquan Liu, Wenjing Xiao, Miaojiang Chen, Athanasios V. Vasilakos, Ahmed Farouk

Inf. Fusion, 2026

Backdoor defense framework with sparse training and detection in federated learning.

Yingna Li, Yongde Wang, Haoheng Yuan, Pengfei Zhang, Wei Huang, Zhiquan Liu

Neurocomputing, 2026

TG-MG: Task grouping based on MDP graph for multi-task reinforcement learning.

Rui Pan, Quan Yuan, Guiyang Luo, Xiaoyuan Fu, Zhiquan Liu, Jinglin Li

Expert Syst. Appl., 2026

Federated learning with dynamics-aware loss for label noise.

Chengtian Ouyang, Jihong Mao, Zhiquan Liu, Donglin Zhu, Changjun Zhou, Gangqiang Hu, Taiyong Li

Expert Syst. Appl., 2026

Animal identity recognition based on gait features.

Xin Chen, Ziyuan Huang, Yubin Lan, Zhiquan Liu, Qi Tian

Expert Syst. Appl., 2026

Access selection and service placement in mobile edge computing networks.

Linbo Zhai, Xiaoming Xu, Zhiquan Liu, Linfeng Wei, Xiaochuan Li, Jie Liu

Comput. Networks, 2026

STAR-RIS-Assisted Computation offloading and resource allocation optimization for mobile IoV with NOMA-MEC.

Xiaoming Xu, Linbo Zhai, Zhiquan Liu, Linfeng Wei, Xiaochuan Li, Jie Liu

Comput. Networks, 2026

A verifiable and efficient chained federated learning scheme for privacy protection.

Xiaoming Wang, Zhiquan Liu, Mingzhen Dai, Jiaming Gong, Weichuan Ni

Comput. Networks, 2026

CLlog: A collaborative learning-based anomalous log detection model.

Jiazhong Lu, Kun Yu, Zhiquan Liu, Xiaolei Liu

Comput. Networks, 2026

DRL-BM: Intelligent buffer management in data center network.

Waixi Liu, Xin-Jian Zhong, Zhen-xin Zhang, Jun Cai, Wen-Li Shang, Yong Ding, Zhiquan Liu, Chao-Xuan Zheng, Zhen-zheng Guo

Comput. Networks, 2026

BVPM: A blockchain-based scheme for secure and efficient vehicle platoon management.

Piaoxiong Huang, Lin Wan, Zhiquan Liu, Libo Wang, Heng Sun, Feixiang Ye, Jianfeng Ma

Comput. Networks, 2026

Interpretable intrusion detection for IoT security: A SHAP-enhanced NGBoost model.

Jingnan Dong, Haolei Chen, Shigen Shen, Huibin Xu, Zhiquan Liu

Comput. Networks, 2026

Grasp: Refining Semantic Graphs into Purified Knowledge for Cross-Modal Communication.

Liang Chen, Xiaoding Wang, Limei Lin, Dajin Wang, Zhiquan Liu, Jie Wu

Proceedings of the ACM Web Conference 2026, 2026

2025

Large-Scale Cross-Modal Ranked Search in Secure Intelligent Computing.

Jianwei Li, Zhiquan Liu, Yanman Li, Xixian Wang

IEEE Trans. Ind. Informatics, November, 2025

MCB-CPPA: An Efficient Conditional Privacy-Preserving Authentication Scheme Based on Message Classification for VANETs.

Jiawei Tong, Liangliang Wang, Zhiquan Liu, Kai Zhang, Yiyuan Luo, Kefei Chen

IEEE Trans. Veh. Technol., October, 2025

Fairness-Guaranteed Joint Access Control, 3-D UAV Trajectory Planning, and Task Scheduling in AGINs.

Jianbo Du, Haobo Yan, Aijing Sun, Chong Wang, Yuan Gao, Zhiquan Liu, Xiaoli Chu

IEEE Trans. Veh. Technol., October, 2025

Decentralized QoS-Aware Model Inference Using Federated Split Learning for Cloud-Edge Medical Detection.

Yishan Chen, Xiangwei Zeng, Huashuai Cai, Qing Xu, Zhiquan Liu

IEEE Trans. Parallel Distributed Syst., October, 2025

Efficient and Verifiable Bilateral Fine-Grained Access Control for Cloud-Edge IoT Healthcare.

Mengting Yao, Junjie Huang, Jian Weng, Jia-Nan Liu, Hongkai Liu, Jia-Si Weng, Zhiquan Liu

IEEE Internet Things J., October, 2025

An Efficient and Privacy-Preserving Range Retrieval Scheme for Location-Based Services.

Haojia Qi, Guobiao He, Na Wang, Jianwei Liu, Junsong Fu, Zhiquan Liu

IEEE Internet Things J., October, 2025

Secure and Efficient Cross-Modal Data Retrieval in Internet of Things.

Shuying Liu, Guijuan Wang, Yinbin Miao, Zhiquan Liu, Jinye Peng, Yanfei Zou, Kim-Kwang Raymond Choo

IEEE Internet Things J., October, 2025

A Security-Enhanced Pairing-Free Certificateless Aggregate Signcryption Scheme for Decentralized Vehicular Sensor Networks.

Dong Liu, Guangheng Wang, Yang Liu, Liangliang Wang, Zhiquan Liu, Kai Zhang, Weiwei Li

IEEE Internet Things J., October, 2025

Efficient Privacy-Preserving Similarity Retrieval With Fine-Grained Access Control.

Yingying Li, Feng Li, Fuqun Wang, Zhiquan Liu, Yan Zhu, Qi Xie, Song Han

IEEE Internet Things J., October, 2025

DPI-ITD: A Dual-Perspective Information-Driven Framework for Insider Threat Detection in IoT Systems.

Kai-Chuan Kong, Xiaobo Jin, Dongjie Liu, Shijie Xu, Zhiquan Liu, Guanggang Geng

IEEE Internet Things J., October, 2025

PPFL: Privacy-Preserving Federated Learning Based on Differential Privacy and Personalized Data Transformation.

Jiali Han, Liangliang Wang, Zhiquan Liu, Baodong Qin, Kai Zhang, Weiwei Li

IEEE Internet Things J., October, 2025

A Searchable Encryption Scheme for Blockchain-Based Digital Twins.

Hongmin Gao, Yuhe Zhang, Libo Wang, Zhiquan Liu, Zhaofeng Ma

IEEE Internet Things J., October, 2025

IP-Augmented Multi-Modal Malicious URL Detection Via Token-Contrastive Representation Enhancement and Multi-Granularity Fusion.

Ye Tian, Yanqiu Yu, Liangliang Song, Zhiquan Liu, Yanbin Wang, Jianguo Sun

CoRR, October, 2025

Quantum Reinforcement Learning for Cognitive Radio-Assisted UAV Traffic Offloading.

Ying He, Chao Huang, F. Richard Yu, Zhiquan Liu, Guang Zhou

IEEE Trans. Veh. Technol., September, 2025

FuzzCoder: Code Large Language Model-Based Fuzz Testing for Industrial IoT Programs.

Liqun Yang, Chaoren Wei, Jian Yang, Wanxu Xia, Yuze Yang, Yang Luo, Dusit Niyato, Liang Sun, Zhiquan Liu

IEEE Internet Things J., September, 2025

An Efficient Supply-Demand-Aligned and Trustworthy MultiKeyword Search Scheme in Edge-Assisted IoT Environments.

Xingchen Liu, Wenming Wang, Xiong Yang, Hao Wu, Jia Chao, Zhiquan Liu, Haiping Huang

IEEE Internet Things J., September, 2025

Budget-Feasible Truthfulness Mechanism for Task Offloading and Interaction in Edge-Vehicle Collaborative Computing.

Xi Liu, Jun Liu, Zhiquan Liu, Weidong Li

IEEE Internet Things J., September, 2025

Secure and Fine-Grained Data Sharing in Internet of Things: Integration of Interplanetary File System and Cross-Blockchain for Access Control.

Li Duan, Yanan Wang, Jiqiang Liu, Wei Ni, Chao Li, Wei Wang, Zhiquan Liu, Abbas Jamalipour

IEEE Internet Things J., September, 2025

PHY-Layer Authentication Exploiting Spatial Channel and Radiometric Signatures for mmWave MIMO Systems.

Mu Niu, Pinchang Zhang, Ji He, Yuanyu Zhang, Zhiquan Liu

IEEE Commun. Lett., September, 2025

MD-SLAM: A Multi-Task Deep-Learning-Based Visual SLAM System in Dynamic Environments.

Ying He, Xinyu Zeng, F. Richard Yu, Zhengjun Zhong, Zhiquan Liu, Guang Zhou

IEEE Trans. Veh. Technol., August, 2025

A Redactable Blockchain-Based Anonymous Announcement Scheme for VANETs.

Yuxiang Yang, Yuling Chen, Zhiquan Liu, Yan Meng, Haiwei Sang

IEEE Trans. Intell. Transp. Syst., August, 2025

Trust Model-Based Consensus Optimization for Vehicle Platooning Networks: A Novel Deep Reinforcement Learning Approach With GenAI.

Haotian Chen, Xiaoyuan Fu, Quan Yuan, Zirui Zhuang, Jiawen Kang, Zhiquan Liu, Jing-Yu Wang, Dusit Niyato

IEEE Trans. Intell. Transp. Syst., August, 2025

Personalized Federated Learning for Green Industrial IoT.

Kun Cao, Yangguang Cui, Rui Xu, Yuxia Sun, Zhiquan Liu, Chaohong Tan

IEEE Trans. Ind. Informatics, August, 2025

A Novel Physical Layer Authentication Scheme of Internet of Things Devices Based on Center-Enhanced Open-Set Classifier.

Wei Xie, Hongjun Wang, Chunlai Ma, Hao Jiang, Tao Wu, Zhiquan Liu, Jiangzhou Wang

IEEE Trans. Consumer Electron., August, 2025

A security enhanced certificateless aggregate signcryption scheme for VANETs.

Dong Li, Wentao Tang, Liangliang Wang, Yang Liu, Zhiquan Liu, Kai Zhang, Weiwei Li

Peer Peer Netw. Appl., August, 2025

Optimal Secure NOMA Clustering and Power Allocation in Distributed Satellite-Enabled Internet of Things.

Bo Zhao, Ruotong Zhang, Zhiquan Liu, Siyang Sun, Guangliang Ren, Haolin Zhu, Zhiqiang Liu

IEEE Internet Things J., August, 2025

A Detection Method for Malware Communication Traffic via Encrypted Traffic Analysis.

Linfeng Wei, Yu Wang, Xueming Li, Jian Li, Yuqin Huang, Zhiquan Liu

IEEE Internet Things J., August, 2025

LCEFL: A Lightweight Contribution Evaluation Approach for Federated Learning.

Jingjing Guo, Jiaxing Li, Zhiquan Liu, Yupeng Xiong, Yong Ma, Athanasios V. Vasilakos, Xinghua Li, Jianfeng Ma

IEEE Trans. Mob. Comput., July, 2025

Wireless Signal Identification for Secure Spectrum Sensing Based on Multiscale Fourier Segmented Attention Mechanism.

Ziyi Yang, Yaojun Lu, Liang Zeng, Shuai Wang, Jianping An, Zhiquan Liu

IEEE Internet Things J., July, 2025

A Novel Radio Frequency Fingerprint Identification Scheme for Few-Shot Open-Set Recognition.

Wei Xie, Hongjun Wang, Zhexian Shen, Xinhao Li, Zhiquan Liu, Hao Jiang

IEEE Internet Things J., July, 2025

S3A: State-Attention Inducing Adversarial Attacks on Closed-Box Proximal Policy Optimization Models.

Yichuan Wang, Chen Zhao, Zhiquan Liu, Xinhong Hei, Jianfeng Ma

IEEE Internet Things J., July, 2025

Efficient and Secure Federated Knowledge Transfer Under Non-IID Settings in IoT.

Shuying Liu, Rongpeng Xie, Yinbin Miao, Jinye Peng, Tao Leng, Zhiquan Liu, Kim-Kwang Raymond Choo

IEEE Internet Things J., July, 2025

SCRM: Secure and Controllable Similarity Retrieval in Multiuser Settings.

Yingying Li, Feng Li, Gaopan Hou, Yu Guan, Zhiquan Liu, Qi Xie

IEEE Internet Things J., July, 2025

A Federated Framework for Air Quality Prediction With Predefined Graph and Adaptive Graph.

Wei Huang, Feng Wang, Junling Chen, Jia Liu, Zhiquan Liu, Tianrui Li

IEEE Internet Things J., July, 2025

Cross-Cloud Associated Multireplica Auditing for Lightweight Devices in the IoT.

Gaopan Hou, Zhiquan Liu, Jingjing Guo, Yinbin Miao, Jianfeng Ma, Dawei Gao, Guisheng Liao

IEEE Internet Things J., July, 2025

A Multitarget Backdoor Attack Against Automatic Modulation Recognition for IoT Wireless Signals.

Xu Gan, Hongjun Wang, Xinhao Li, Zhiquan Liu, Hao Jiang, Jiangzhou Wang

IEEE Internet Things J., July, 2025

MSFD: Multiscale Feature Decomposition for Cross-Modality Visible-to-Infrared Drone Image Translation.

Xiaoning Chen, Zhiquan Liu, Zonghao Han, Mingyang Ma, Jian Zhao

IEEE Internet Things J., July, 2025

LWAKA: Lightweight Anonymous Authenticated Key Agreement for VANETs.

Gao Liu, Hao Li, Junqing Le, Ning Wang, Nankun Mu, Zhiquan Liu, Yi-Ning Liu, Tao Xiang

IEEE Trans. Intell. Transp. Syst., June, 2025

Task Offloading Based on the Fusion of Model- and Data-Driven Intelligence for Vehicular Edge Computing Networks.

Xiujie Huang, Yuhao Chen, Zhiquan Liu, Shancheng Zhao, Zhetao Li, Renzhang Chen, Quanlong Guan

IEEE Trans. Intell. Transp. Syst., June, 2025

A Cross-Domain Authentication Scheme for Vehicular Networks Based on Mobile Edge Computing.

Guijiang Liu, Hao Lu, Wenming Wang, Zhiquan Liu, Haiping Huang

IEEE Internet Things J., June, 2025

Privacy-Preserving Clustering-Based Image Retrieval in Cloud-Assisted Internet of Things.

Jing Liang, Peiya Li, Zhiquan Liu, Hongliang He

IEEE Internet Things J., June, 2025

Decentralized-Voting-Based Federated Learning Framework for Lightweight Node Selection in Edge Collaborative IoT.

Yishan Chen, Zhiqiang Wang, Yuan Min, Zhiquan Liu

IEEE Internet Things J., June, 2025

PSRAKA: Physically Secure and Robust Authenticated Key Agreement for VANETs.

Gao Liu, Hao Li, Yangfan Liang, Junqing Le, Ning Wang, Nankun Mu, Zhiquan Liu, Yi-Ning Liu, Tao Xiang

IEEE Trans. Veh. Technol., May, 2025

An Efficient and Multi-Dimensional Privacy-Preserving Platoon Communication Scheme in Vehicular Networks.

Nuo Xu, Zhiquan Liu, Xuming Han, Quanlong Guan, Heng Sun, Xiujie Huang, Jianfeng Ma

IEEE Trans. Intell. Transp. Syst., May, 2025

Self-Attention Policy Optimization for Task Offloading and Resource Allocation in Low-Carbon Agricultural Consumer Electronic Devices.

Yi Huang, Jisong Zeng, Yanting Wei, Miaojiang Chen, Wenjing Xiao, Yang Yang, Zhiquan Liu, Ahmed Farouk, Houbing Herbert Song

IEEE Trans. Consumer Electron., May, 2025

TSTFL-CGAN: Fuzzy Logic-Based Two-Stage Training Federated Learning Conditional Generative Adversarial Network Under Non-IID Data.

Gaopan Hou, Yu Guan, Weidong Yang, Zhiquan Liu, Yinbin Miao, Yulong Shen, Jianfeng Ma

IEEE Trans. Consumer Electron., May, 2025

Holographic Counterpart Computation Offloading via Reconfigurable Intelligent Surfaces in VEC Consumer Electronics.

Miaojiang Chen, Huali Xie, Xiaotian Wang, Wenjing Xiao, Ahmed Farouk, Zhiquan Liu, Min Chen, Houbing Herbert Song

IEEE Trans. Consumer Electron., May, 2025

Privacy-Preserving IoT Data Retrieval Scheme With Lightweight Fine-Grained Access Control in Cloud Computing.

Wen Zhou, Na Wang, Zhiquan Liu, Junsong Fu, Lunzhi Deng, Qianhong Wu

IEEE Internet Things J., May, 2025

BPRM: Blockchain-Based Privacy Preserving and Robust Data Aggregation Supporting Multifunctionality for Fog-Assisted Smart Grid.

Chuankun Zhao, Liangliang Wang, Zhiquan Liu, Kai Zhang, Libo Wang, Weiwei Li, Kefei Chen

IEEE Internet Things J., May, 2025

LBRAKA: Lattice-Based Robust Authenticated Key Agreement for VANETs.

Gao Liu, Weiyang Li, Chengsheng Yuan, Ning Wang, Chuan Ma, Nankun Mu, Zhiquan Liu, Yining Liu, Tao Xiang

IEEE Trans. Veh. Technol., April, 2025

Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis.

Tian Zhang, Cuifeng Du, Yuyu Zhou, Quanlong Guan, Zhiquan Liu, Xiujie Huang, Zhiguo Gong, Lianbing Deng, Yang Li

IEEE Internet Things J., April, 2025

EFSC: Efficient and Forward-Secure Conditional Privacy-Preserving Scheme for Internet of Vehicles.

Zhikang Zeng, Chunming Tang, Quan Zhou, Zhiquan Liu, Zhihong Deng, Debiao He

IEEE Internet Things J., April, 2025

Efficient Homomorphic-Encryption-Based Secure Search in Multiowner Setting for Internet of Things.

Yibing Wang, Yinbin Miao, Xinghua Li, Tao Leng, Zhiquan Liu, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Internet Things J., April, 2025

FCLLM-DT: Enpowering Federated Continual Learning With Large Language Models for Digital-Twin-Based Industrial IoT.

Yingjie Xia, Yuhan Chen, Yunxiao Zhao, Li Kuang, Xuejiao Liu, Ji Hu, Zhiquan Liu

IEEE Internet Things J., March, 2025

Efficient and Secure Content-Based Image Retrieval in Cloud-Assisted Internet of Things.

Lin Chen, Yiwei Yang, Li Yang, Chao Xu, Yinbin Miao, Zhiquan Liu, Ximeng Liu, Kim-Kwang Raymond Choo, Zhihong Liang, Chao Hong

IEEE Internet Things J., March, 2025

AdaSin: Enhancing Hard Sample Metrics with Dual Adaptive Penalty for Face Recognition.

Qiqi Guo, Zhuowen Zheng, Guanghua Yang, Zhiquan Liu, Xiaofan Li, Jianqing Li, Jinyu Tian, Xueyuan Gong

CoRR, March, 2025

VSRQ: Quantitative Assessment Method for Safety Risk of Vehicle Intelligent Connected System.

Tian Zhang, Wenshan Guan, Hao Miao, Quanlong Guan, Zhiquan Liu, Chaonan Wang, Xiujie Huang, Liangda Fang, Zhifei Duan

IEEE Trans. Veh. Technol., February, 2025

PPRU: A Privacy-Preserving Reputation Updating Scheme for Cloud-Assisted Vehicular Networks.

Zhiquan Liu, Lin Wan, Jingjing Guo, Feiran Huang, Xia Feng, Libo Wang, Jianfeng Ma

IEEE Trans. Veh. Technol., February, 2025

Enabling Secure Cross-Modal Search Over Encrypted Data via Federated Learning.

Xiaoming Wang, Jianwei Li, Zhiquan Liu, Quan Tang, Xixian Wang

IEEE Internet Things J., January, 2025

A Survey of DDoS Attack and Defense Technologies in Multiaccess Edge Computing.

Yong Ma, Long Liu, Zhiquan Liu, Fagen Li, Qilin Xie, Kaiwei Chen, Chenyang Lv, Ying He, Fan Li

IEEE Internet Things J., January, 2025

Enhanced Model Poisoning Attack and Multi-Strategy Defense in Federated Learning.

Li Yang, Yinbin Miao, Ziteng Liu, Zhiquan Liu, Xinghua Li, Da Kuang, Hongwei Li, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2025

PBRU: Privacy-Preserving and Blockchain-Assisted Reputation Updating With Malicious Detection for Cloud-Supported Vehicular Networks.

Lin Wan, Yue Cao, Changbing Bi, Zhiquan Liu, Jian Feng Ma, Yi Ren

IEEE Trans. Inf. Forensics Secur., 2025

ROBY: A Byzantine-Robust and Privacy-Preserving Serverless Federated Learning Framework.

Xiangyun Tang, Minyang Li, Meng Shen, Jiawen Kang, Liehuang Zhu, Zhiquan Liu, Guomin Yang, Dusit Niyato, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2025

Trace Your Footprint: Efficient Spatial Keyword Query Over Encrypted Trajectory Data.

Yinbin Miao, Xin Wang, Shu Zhang, Xinghua Li, Shujiang Xu, Zhiquan Liu, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2025

Penetrating the Hostile: Detecting DeFi Protocol Exploits Through Cross-Contract Analysis.

Xiaoqi Li, Wenkai Li, Zhiquan Liu, Yuqing Zhang, Yingjie Mao

IEEE Trans. Inf. Forensics Secur., 2025

SDB: Scalable Blockchain Database via Searchable Encryption and Cross-Shard Mechanism.

Kaiye Li, Xia Feng, Wenli Wang, Pujie Jing, Zhiquan Liu

IEEE Trans. Inf. Forensics Secur., 2025

PPDR: A Privacy-Preserving Dual Reputation Management Scheme in Vehicle Platoon.

Yuxin Sun, Zhiquan Liu, Yingjie Xia, Zhen Guo, Gao Liu, Leping Li, Jianfeng Ma

IEEE Trans. Dependable Secur. Comput., 2025

FastFace: Fast-Converging Scheduler for Large-Scale Face Recognition Training With One GPU.

Xueyuan Gong, Zhiquan Liu, Yain-Whar Si, Xiaochen Yuan, Ke Wang, Xiaoxiang Liu, Cong Lin, Xinyuan Zhang

IEEE Trans. Circuits Syst. Video Technol., 2025

Privacy-Preserving Multi-Key Image Retrieval in Cloud Environment.

Tengfei Yang, Jiawei He, Zhiquan Liu, Yinbin Miao, Baodong Qin, Fang Ren, Teng Wang

IEEE Trans. Cloud Comput., 2025

Bidirectional Identity-Based Inner-Product Functional Re-Encryption in Vaccine Data Sharing.

Jing Wang, Yanwei Zhou, Yasi Zhu, Zhiquan Liu, Bo Yang, Mingwu Zhang

IEEE Trans. Cloud Comput., 2025

Image analysis by fractional-order weighted spherical Bessel-Fourier moments.

Tengfei Yang, Zhiquan Liu, Jingjing Guo, Yong Yu, Fang Ren, Teng Wang

Pattern Recognit., 2025

A Secure Wireless Transmission Scheme: Reconstructing Spatial Radio Environment Map and Redirecting Electromagnetic Signal Propagation Path.

Zhimeng Li, Hongjun Wang, Zhexian Shen, Shoubin Zhang, Hao Jiang, Zhiquan Liu

IEEE Open J. Commun. Soc., 2025

Enhancing cross-city spatio-temporal prediction via dynamic multi-scale hypergraph learning with domain adversarial training.

Xiaocao Ouyang, Yanhua Li, Jie Zhang, Xin Yang, Yan Yang, Junbo Zhang, Wei Huang, Tianrui Li, Zhiquan Liu

Knowl. Based Syst., 2025

Computation bits maximization in multi-UAV-assisted-multi-vehicle edge computing system.

Linbo Zhai, Meiyu Jin, Ping Zhao, Jiande Sun, Chuanfen Feng, Zhiquan Liu, Linfeng Wei, Xiaochuan Li, Youlei Zhang, Jie Liu

J. Netw. Comput. Appl., 2025

Physical layer key generation based on SOM and K-Means clustering quantization for TDD-OFDM systems over unstable channels.

Weijie Tan, Qiangqiang Gao, Zhenling Li, Zhiquan Liu, Chunguo Li, Gang Xu

J. King Saud Univ. Comput. Inf. Sci., 2025

Dynamic Cooperative Whale Optimization Algorithm for Multivehicle IoV Path Planning.

Wenbiao Yang, Wenli Shang, Zhiquan Liu

IEEE Internet Things J., 2025

An Efficient Revocable Identity-Based Aggregate Signature Scheme With Designated Verifiers in Healthcare Wireless Sensor Networks.

Wenjie Yang, Junzhe Fan, Futai Zhang, Anjia Yang, Zhiquan Liu

IEEE Internet Things J., 2025

Secure Pairing-Free Certificate-Based Online/Offline Signcryption Scheme With Conditional Privacy Preserving for VANETs.

Wenjie Yang, Peiwei Cao, Futai Zhang, Zhiquan Liu

IEEE Internet Things J., 2025

Verifiable and Redactable Blockchain for Internet of Vehicles Data Sharing.

Yuxiang Yang, Yuling Chen, Zhiquan Liu, Chaoyue Tan, Yun Luo

IEEE Internet Things J., 2025

Personalized Privacy Preserving for Spatial Crowdsourcing by Reinforcement Learning in VANETs.

Yingjie Xia, Huimin Wang, Tiancong Cao, Xuejiao Liu, Zhiquan Liu

IEEE Internet Things J., 2025

Energy-Efficient Trajectory Design and Unsupervised Clustering for AAV-Aided Fair Data Collections With Dense Ground Users.

Dan Song, Xiangping Bryce Zhai, Xin Liu, Zhiquan Liu, Chee Wei Tan, Congduan Li

IEEE Internet Things J., 2025

Stones From Other Hills: Intrusion Detection in Statistical Heterogeneous IoT by Self-Labeled Personalized Federated Learning.

Wenting Lu, Ayong Ye, Peixin Xiao, Yuanhuang Liu, Longjing Yang, Donglin Zhu, Zhiquan Liu

IEEE Internet Things J., 2025

Latency-Aware Client Selection and Energy Management for Hierarchical Federated Learning.

Jiamei Li, Haizhou Wang, Kun Cao, Yangguang Cui, Tong Liu, Zhiquan Liu

IEEE Internet Things J., 2025

Towards imbalanced regression over distributionally biased data: A fast static approach.

Wentai Wu, Ligang He, Weiwei Lin, Jinyi Long, Zhiquan Liu, C. L. Philip Chen

Inf. Softw. Technol., 2025

GraphEdge: Dynamic graph partition and task scheduling for GNNs computing in edge network.

Wenjing Xiao, Chenglong Shi, Miaojiang Chen, Zhiquan Liu, Min Chen, H. Herbert Song

Inf. Fusion, 2025

FERmc: Facial expression recognition framework based on multi-branch fusion and depthwise separable convolution.

Jiquan Li, Zhiquan Liu, Wang Zhou, Amin Ul Haq, Abdus Saboor

Inf. Fusion, 2025

FeaUn: Feature unlearning in vertical federated learning for IIoT against feature inference attacks.

Zhaobo Lu, Xu Zhang, Tao Li, Yilei Wang, Guangshun Li, Zhiquan Liu

Neurocomputing, 2025

Long-term abnormal gait recovery for gait recognition.

Xin Chen, Futian Zhu, Zhiquan Liu, Qi Tian

Expert Syst. Appl., 2025

A binary linear predictive evolutionary algorithm with feature analysis for multiobjective feature selection in classification.

Ting Zhou, Limin Wang, Xuming Han, Zhiquan Liu, Minghan Gao

Eng. Appl. Artif. Intell., 2025

A Verifiable and Efficient Multi-Keyword Fuzzy Rank Search Scheme Over Encrypted Data With Privacy-Preserving.

Fengyi Gao, Na Wang, Jianwei Liu, Zhiquan Liu, Junsong Fu, Lunzhi Deng

Concurr. Comput. Pract. Exp., 2025

ATSDetector: An Android Trojan spyware detection approach with multi-features.

Siyu Wang, Haiyong Wu, Ning Lu, Wenbo Shi, Zhiquan Liu

Comput. Secur., 2025

AdaptPUD: An accurate URL-based detection approach against tailored deceptive phishing websites.

Ziliang Zhang, Jinmin Wu, Ning Lu, Wenbo Shi, Zhiquan Liu

Comput. Networks, 2025

EVFL-DCs: Enhancing verifiability of federated learning by double commitments based on blockchain.

Qianjin Wei, Xuanjing Wu, Zhiquan Liu, Gang Rao

Comput. Networks, 2025

Malicious vehicle detection scheme based on UAV and vehicle cooperative authentication in vehicular networks.

Wenming Wang, Zhiquan Liu, Lingyan Xue, Haiping Huang, Nageswara Rao Lavuri

Comput. Networks, 2025

Robust and privacy-preserving federated learning scheme based on ciphertext-selected users.

Xiaoming Wang, Zhiquan Liu, Binrui Huang

Comput. Networks, 2025

Optimizing cost through UAV deployment and task assignment in hybrid UAV-assisted MEC systems.

Haolin Liu, Shi Yin, Tingrui Pei, Zhiquan Liu, Qingyong Deng, Yanping Cheng

Comput. Networks, 2025

Multi-Attack Identification and Mitigation mechanism based on multi-agent collaboration in Vehicular Named Data Networking.

Na Fan, Yuxin Gao, Jialong Li, Zhiquan Liu, Wenjun Fan

Comput. Networks, 2025

Joint client-server selection and resource allocation based on split federated learning in Edge-to-Cloud computing environments.

Yishan Chen, Xiangwei Zeng, Xiansong Luo, Zhiquan Liu

Comput. Networks, 2025

A dual-branch self-supervised contrastive learning framework for emotion recognition based on time-frequency fusion.

Jie Ouyang, Yangfan Liang, Hong Sun, Xianchao Zhang, Jingxue Chen, Gao Liu, Zhiquan Liu, Yi-Ning Liu

Appl. Soft Comput., 2025

Contrastive learning with hard negatives for sentence embeddings.

Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang

Appl. Soft Comput., 2025

Digital Twin-aided Edge Vehicle Task Offloading: an Adaptive PPO-based Approach.

Hai Xue, Donghui Luo, Yun Xia, Muhammad Bilal, Zhiquan Liu

Proceedings of the IEEE INFOCOM 2025, 2025

Curriculum Hierarchical Knowledge Distillation for Bias-Free Survival Prediction.

Chaozhuo Li, Zhihao Tang, Mingji Zhang, Zhiquan Liu, Litian Zhang, Xi Zhang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Secure and Traceable Multikey Image Retrieval in Cloud-Assisted Internet of Things.

Tengfei Yang, Yuanyuan Li, Jiawei He, Zhiquan Liu, Fang Ren, Teng Wang, Gaopan Hou

IEEE Internet Things J., December, 2024

PBAG: A Privacy-Preserving Blockchain-Based Authentication Protocol With Global-Updated Commitment in IoVs.

Xia Feng, Kaiping Cui, Liangmin Wang, Zhiquan Liu, Jianfeng Ma

IEEE Trans. Intell. Transp. Syst., October, 2024

Preimage Attacks on Xoodyak and Gaston Based on Algebraic Strategies.

Qinggan Fu, Yin Lv, Zhiquan Liu, Yingying Li, Ling Song, Jian Weng

IEEE Internet Things J., October, 2024

MTDCAP: Moving Target Defense-Based CAN Authentication Protocol.

Heng Sun, Huibiao Su, Jian Weng, Zhiquan Liu, Ming Li, Yi Liu, Yucheng Zhong, Wenzhen Sun

IEEE Trans. Intell. Transp. Syst., September, 2024

EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing.

Qihua Feng, Peiya Li, Zhixun Lu, Chaozhuo Li, Zefan Wang, Zhiquan Liu, Chunhui Duan, Feiran Huang, Jian Weng, Philip S. Yu

IEEE Trans. Circuits Syst. Video Technol., August, 2024

RPPM: A Reputation-Based and Privacy-Preserving Platoon Management Scheme in Vehicular Networks.

Runchuan Li, Zhiquan Liu, Yong Ma, Yunni Xia, Yudan Cheng, Lin Wan, Jianfeng Ma

IEEE Trans. Intell. Transp. Syst., June, 2024

Time-Controllable Keyword Search Scheme With Efficient Revocation in Mobile E-Health Cloud.

Yinbin Miao, Feng Li, Xinghua Li, Zhiquan Liu, Jianting Ning, Hongwei Li, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Mob. Comput., May, 2024

Efficient Privacy-Preserving Federated Learning With Improved Compressed Sensing.

Yifan Zhang, Yinbin Miao, Xinghua Li, Linfeng Wei, Zhiquan Liu, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Ind. Informatics, March, 2024

Establishing Trustworthy and Privacy-Preserving SAGIVNs in 6G: Architectures, Requirements, and Solutions.

Zhiquan Liu, Lin Wan, Yong Ma, Jingjing Guo, Suiming Guo, Jing Ma, Jianfeng Ma

IEEE Netw., March, 2024

Recurrent Neural Network With Scheduled Varying Gain for Solving Time-Varying QP.

Jianglan Fu, Yinyan Zhang, Guanggang Geng, Zhiquan Liu

IEEE Trans. Circuits Syst. II Express Briefs, February, 2024

Explanatory Object Part Aggregation for Zero-Shot Learning.

Xin Chen, Xiaoling Deng, Yubin Lan, Yongbing Long, Jian Weng, Zhiquan Liu, Qi Tian

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Efficient Privacy-Preserving Spatial Data Query in Cloud Computing.

Yinbin Miao, Yutao Yang, Xinghua Li, Linfeng Wei, Zhiquan Liu, Robert H. Deng

IEEE Trans. Knowl. Data Eng., January, 2024

Efficient and Secure Federated Learning Against Backdoor Attacks.

Yinbin Miao, Rongpeng Xie, Xinghua Li, Zhiquan Liu, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Dependable Secur. Comput., 2024

Privacy-Preserving and Byzantine-Robust Federated Learning.

Caiqin Dong, Jian Weng, Ming Li, Jia-Nan Liu, Zhiquan Liu, Yudan Cheng, Shui Yu

IEEE Trans. Dependable Secur. Comput., 2024

Lightweight and Privacy-Preserving Dual Incentives for Mobile Crowdsensing.

Lin Wan, Zhiquan Liu, Yong Ma, Yudan Cheng, Yongdong Wu, Runchuan Li, Jianfeng Ma

IEEE Trans. Cloud Comput., 2024

CCID-CAN: Cross-Chain Intrusion Detection on CAN Bus for Autonomous Vehicles.

Heng Sun, Weilin Huang, Jian Weng, Zhiquan Liu, Weihua Tan, Zaobo He, Mingyang Chen, Biaobang Wu, Long Li, Xinyuan Peng

IEEE Internet Things J., 2024

Two-View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks.

Wei Wang, Donghong Cai, Zhicheng Dong, Lisu Yu, Yanqing Xu, Zhiquan Liu

Int. J. Intell. Syst., 2024

HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives.

Wenxiao Liu, Zihong Yang, Chaozhuo Li, Zijin Hong, Jianfeng Ma, Zhiquan Liu, Litian Zhang, Feiran Huang

CoRR, 2024

An Efficient and Privacy-Preserving Participant Selection Scheme based on Location in Mobile Crowdsensing.

Yudan Cheng, Tao Feng, Zhiquan Liu, Xian Guo, Lulu Han, Jianfeng Ma

Proceedings of the 23rd IEEE International Conference on Trust, 2024

Wireless Image Semantic Cooperative Transmission in Distributed Edge Networks: An Information Disentanglement Method.

Wei Wang, Donghong Cai, Zhiquan Liu, Zhiguo Ding, Pingzhi Fan

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

LBVP: Lightweight Blockchain-Based Vehicle Platooning Scheme for Secure and Efficient Platoon Management.

Wenjie Fan, Zhiquan Liu, Libo Wang, Ying He, Jingjing Guo, Xia Feng, Jianfeng Ma

Proceedings of the Algorithms and Architectures for Parallel Processing, 2024

2023

TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks.

Jingjing Guo, Zhiquan Liu, Siyi Tian, Feiran Huang, Jiaxing Li, Xinghua Li, Kostromitin Konstantin Igorevich, Jianfeng Ma

IEEE J. Sel. Areas Commun., November, 2023

ECQV-GDH-Based Group Key Exchange Protocol for CAN Bus.

Heng Sun, Weiyun Luo, Jian Weng, Zhiquan Liu, Ming Li

IEEE Trans. Veh. Technol., October, 2023

Efficient Anonymous Authentication and Privacy-Preserving Reliability Evaluation for Mobile Crowdsensing in Vehicular Networks.

Yudan Cheng, Jianfeng Ma, Zhiquan Liu, Libo Wang, Zuobin Ying, Xin Chen

IEEE Internet Things J., September, 2023

Seeking Based on Dynamic Prices: Higher Earnings and Better Strategies in Ride-on-Demand Services.

Suiming Guo, Qianrong Shen, Zhiquan Liu, Chao Chen, Chaoxiong Chen, Jingyuan Wang, Zhetao Li, Ke Xu

IEEE Trans. Intell. Transp. Syst., May, 2023

Lightweight Trustworthy Message Exchange in Unmanned Aerial Vehicle Networks.

Zhiquan Liu, Jingjing Guo, Feiran Huang, Donghong Cai, Yongdong Wu, Xin Chen, Kostromitin Konstantin Igorevich

IEEE Trans. Intell. Transp. Syst., February, 2023

ICRA: An Intelligent Clustering Routing Approach for UAV Ad Hoc Networks.

Jingjing Guo, Huamin Gao, Zhiquan Liu, Feiran Huang, Junwei Zhang, Xinghua Li, Jianfeng Ma

IEEE Trans. Intell. Transp. Syst., February, 2023

Anomaly detection method for vehicular network based on collaborative deep support vector data description.

Jianbin Mai, Yongdong Wu, Zhiquan Liu, Jingjing Guo, Zuobin Ying, Xin Chen, Shunyan Cui

Phys. Commun., February, 2023

Efficient Privacy-Preserving Spatial Range Query Over Outsourced Encrypted Data.

Yinbin Miao, Yutao Yang, Xinghua Li, Zhiquan Liu, Hongwei Li, Kim-Kwang Raymond Choo, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2023

Attacks on Acceleration-Based Secure Device Pairing With Automatic Visual Tracking.

Hongshuang Hu, Yongdong Wu, Jian Weng, Kaimin Wei, Zhiquan Liu, Feiran Huang, Yinyan Zhang

IEEE Trans. Inf. Forensics Secur., 2023

Maliciously Secure and Efficient Large-Scale Genome-Wide Association Study With Multi-Party Computation.

Caiqin Dong, Jian Weng, Jia-Nan Liu, Anjia Yang, Zhiquan Liu, Yaxi Yang, Jianfeng Ma

IEEE Trans. Dependable Secur. Comput., 2023

A Lightweight Privacy Preservation Scheme With Efficient Reputation Management for Mobile Crowdsensing in Vehicular Networks.

Yudan Cheng, Jianfeng Ma, Zhiquan Liu, Yongdong Wu, Kaimin Wei, Caiqin Dong

IEEE Trans. Dependable Secur. Comput., 2023

A Privacy-Preserving and Reputation-Based Truth Discovery Framework in Mobile Crowdsensing.

Yudan Cheng, Jianfeng Ma, Zhiquan Liu, Zhetao Li, Yongdong Wu, Caiqin Dong, Runchuan Li

IEEE Trans. Dependable Secur. Comput., 2023

Towards Efficient Verifiable Boolean Search Over Encrypted Cloud Data.

Feng Li, Jianfeng Ma, Yinbin Miao, Zhiquan Liu, Kim-Kwang Raymond Choo, Ximeng Liu, Robert H. Deng

IEEE Trans. Cloud Comput., 2023

A Game Theory-Based Incentive Mechanism for Collaborative Security of Federated Learning in Energy Blockchain Environment.

Yunhua He, Mingshun Luo, Bin Wu, Limin Sun, Yongdong Wu, Zhiquan Liu, Ke Xiao

IEEE Internet Things J., 2023

VDCM: A Data Collection Mechanism for Crowd Sensing in Vehicular Ad Hoc Networks.

Juli Yin, Linfeng Wei, Zhiquan Liu, Xi Yang, Hongliang Sun, Yudan Cheng, Jianbin Mai

Big Data Min. Anal., 2023

Improved Differential Cryptanalysis on SPECK Using Plaintext Structures.

Zhuohui Feng, Ye Luo, Chao Wang, Qianqian Yang, Zhiquan Liu, Ling Song

Proceedings of the Information Security and Privacy - 28th Australasian Conference, 2023

2022

Analysis of ID Sequences Similarity Using DTW in Intrusion Detection for CAN Bus.

Heng Sun, Mengsi Sun, Jian Weng, Zhiquan Liu

IEEE Trans. Veh. Technol., 2022

ADFL: A Poisoning Attack Defense Framework for Horizontal Federated Learning.

Jingjing Guo, Haiyang Li, Feiran Huang, Zhiquan Liu, Yanguo Peng, Xinghua Li, Jianfeng Ma, Varun G. Menon, Konstantin Kostromitin Igorevich

IEEE Trans. Ind. Informatics, 2022

Antitampering Scheme of Evidence Transfer Information in Judicial System Based on Blockchain.

Jingjing Guo, Xuliang Wei, Yuling Zhang, Jianfeng Ma, Huamin Gao, Libo Wang, Zhiquan Liu

Secur. Commun. Networks, 2022

A Survey of Sparse Mobile Crowdsensing: Developments and Opportunities.

Shiting Zhao, Guozi Qi, Tengjiao He, Jinpeng Chen, Zhiquan Liu, Kaimin Wei

IEEE Open J. Comput. Soc., 2022

PPTM: A Privacy-Preserving Trust Management Scheme for Emergency Message Dissemination in Space-Air-Ground-Integrated Vehicular Networks.

Zhiquan Liu, Jian Weng, Jingjing Guo, Jianfeng Ma, Feiran Huang, Heng Sun, Yudan Cheng

IEEE Internet Things J., 2022

Edge Intelligent Joint Optimization for Lifetime and Latency in Large-Scale Cyber-Physical Systems.

Kun Cao, Yangguang Cui, Zhiquan Liu, Wuzheng Tan, Jian Weng

IEEE Internet Things J., 2022

EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing.

Qihua Feng, Peiya Li, Zhixun Lu, Chaozhuo Li, Zefang Wang, Zhiquan Liu, Chunhui Duan, Feiran Huang

CoRR, 2022

Active device detection and performance analysis of massive non-orthogonal transmissions in cellular Internet of Things.

Donghong Cai, Pingzhi Fan, Qiuyun Zou, Yanqing Xu, Zhiguo Ding, Zhiquan Liu

Sci. China Inf. Sci., 2022

A Lightweight Privacy-Preserving Participant Selection Scheme for Mobile Crowdsensing.

Yudan Cheng, Jianfeng Ma, Zhiquan Liu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

2021

Anomaly Detection for In-Vehicle Network Using CNN-LSTM With Attention Mechanism.

Heng Sun, Miaomiao Chen, Jian Weng, Zhiquan Liu, Guanggang Geng

IEEE Trans. Veh. Technol., 2021

BTMPP: Balancing Trust Management and Privacy Preservation for Emergency Message Dissemination in Vehicular Networks.

Zhiquan Liu, Feiran Huang, Jian Weng, Kun Cao, Yinbin Miao, Jingjing Guo, Yongdong Wu

IEEE Internet Things J., 2021

LPPTE: A lightweight privacy-preserving trust evaluation scheme for facilitating distributed data fusion in cooperative vehicular safety applications.

Zhiquan Liu, Jianfeng Ma, Jian Weng, Feiran Huang, Yongdong Wu, Linfeng Wei, Yuxian Li

Inf. Fusion, 2021

2020

Multimedia access control with secure provenance in fog-cloud computing networks.

Yang Yang, Ximeng Liu, Wenzhong Guo, Xianghan Zheng, Chen Dong, Zhiquan Liu

Multim. Tools Appl., 2020

TCEMD: A Trust Cascading-Based Emergency Message Dissemination Model in VANETs.

Zhiquan Liu, Jian Weng, Jianfeng Ma, Jingjing Guo, Bingwen Feng, Zhongyuan Jiang, Kaimin Wei

IEEE Internet Things J., 2020

TROVE: A Context-Awareness Trust Model for VANETs Using Reinforcement Learning.

Jingjing Guo, Xinghua Li, Zhiquan Liu, Jianfeng Ma, Chao Yang, Junwei Zhang, Dapeng Wu

IEEE Internet Things J., 2020

Privacy-Preserving Public Cloud Audit Scheme Supporting Dynamic Data for Unmanned Aerial Vehicles.

Jiasen Liu, Xu An Wang, Zhiquan Liu, Han Wang, Xiaoyuan Yang

IEEE Access, 2020

Variable Rate Syndrome-Trellis Codes for Steganography on Bursty Channels.

Bingwen Feng, Zhiquan Liu, Kaimin Wei, Wei Lu, Yuchun Lin

Proceedings of the Digital Forensics and Watermarking - 19th International Workshop, 2020

2019

Blockchain-Based Verifiable Multi-Keyword Ranked Search on Encrypted Cloud With Fair Payment.

Yang Yang, Hongrui Lin, Ximeng Liu, Wenzhong Guo, Xianghan Zheng, Zhiquan Liu

IEEE Access, 2019

2018

DOAS: Efficient data owner authorized search over encrypted cloud data.

Yinbin Miao, Jianfeng Ma, Ximeng Liu, Zhiquan Liu, Junwei Zhang, Fushan Wei

Peer-to-Peer Netw. Appl., 2018

VMKDO: Verifiable multi-keyword search over encrypted cloud data for dynamic data-owner.

Yinbin Miao, Jianfeng Ma, Ximeng Liu, Zhiquan Liu, Limin Shen, Fushan Wei

Peer-to-Peer Netw. Appl., 2018

Enabling verifiable multiple keywords search over encrypted cloud data.

Yinbin Miao, Jian Weng, Ximeng Liu, Kim-Kwang Raymond Choo, Zhiquan Liu, Hongwei Li

Inf. Sci., 2018

Practical Attribute-Based Multi-Keyword Search Scheme in Mobile Crowdsourcing.

Yinbin Miao, Jianfeng Ma, Ximeng Liu, Xinghua Li, Zhiquan Liu, Hui Li

IEEE Internet Things J., 2018

VKSE-DO: verifiable keyword search over encrypted data for dynamic data-owner.

Yinbin Miao, Jianfeng Ma, Fushan Wei, Kai Zhang, Zhiquan Liu

Int. J. High Perform. Comput. Netw., 2018

A Situational Awareness Trust Evolution Model for Mobile Devices in D2D Communication.

Jingjing Guo, Jianfeng Ma, Xinghua Li, Tao Zhang, Zhiquan Liu

IEEE Access, 2018

2017

VCSE: Verifiable conjunctive keywords search over encrypted data without secure-channel.

Yinbin Miao, Jianfeng Ma, Fushan Wei, Zhiquan Liu, Xu An Wang, Cunbo Lu

Peer-to-Peer Netw. Appl., 2017

VCKSM: Verifiable conjunctive keyword search over mobile e-health cloud in shared multi-owner settings.

Yinbin Miao, Jianfeng Ma, Ximeng Liu, Qi Jiang, Junwei Zhang, Limin Shen, Zhiquan Liu

Pervasive Mob. Comput., 2017

VKSE-MO: verifiable keyword search over encrypted data in multi-owner settings.

Yinbin Miao, Jianfeng Ma, Ximeng Liu, Junwei Zhang, Zhiquan Liu

Sci. China Inf. Sci., 2017

FCT: a fully-distributed context-aware trust model for location based service recommendation.

Zhiquan Liu, Jianfeng Ma, Zhongyuan Jiang, Yinbin Miao

Sci. China Inf. Sci., 2017

2016

LSOT: A Lightweight Self-Organized Trust Model in VANETs.

Zhiquan Liu, Jianfeng Ma, Zhongyuan Jiang, Hui Zhu, Yinbin Miao

Mob. Inf. Syst., 2016

m2-ABKS: Attribute-Based Multi-Keyword Search over Encrypted Personal Health Records in Multi-Owner Setting.

Yinbin Miao, Jianfeng Ma, Ximeng Liu, Fushan Wei, Zhiquan Liu, Xu An Wang

J. Medical Syst., 2016

LCT: A Lightweight Cross-domain Trust Model for the Mobile Distributed Environment.

Zhiquan Liu, Jianfeng Ma, Zhongyuan Jiang, Yinbin Miao

KSII Trans. Internet Inf. Syst., 2016

Revocable and anonymous searchable encryption in multi-user setting.

Yinbin Miao, Jianfeng Ma, Zhiquan Liu

Concurr. Comput. Pract. Exp., 2016

2015

An approach to quality assessment for web service selection based on the analytic hierarchy process for cases of incomplete information.

Cong Gao, Jianfeng Ma, Zhiquan Liu, XinDi Ma

Sci. China Inf. Sci., 2015

2014

Trustworthy Service Composition in Service-Oriented Mobile Social Networks.

Tao Zhang, Jianfeng Ma, Ning Xi, Ximeng Liu, Zhiquan Liu, Jinbo Xiong

Proceedings of the 2014 IEEE International Conference on Web Services, 2014