World's Best Scientists 2026 revealed!
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Rising Stars
2025

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Rising Stars

D-Index
57
Citations
10801
World Ranking
195
National Ranking
64

Computer Science

D-Index
67
Citations
14958
World Ranking
2229
National Ranking
307

Research.com Recognitions

  • 2025 - Research.com Rising Stars Award

Overview

Ximeng Liu is affiliated with Fuzhou University in China. Their research primarily spans the field of Computer Science, with particular emphasis on several subfields such as Artificial Intelligence, Information Systems, Computer Networks and Communications, Computer Vision and Pattern Recognition, and Electrical and Electronic Engineering.

The scientist's work addresses a range of topics including:

  • Privacy-Preserving Technologies in Data
  • Cryptography and Data Security
  • Adversarial Robustness in Machine Learning
  • Blockchain Technology Applications and Security
  • Cloud Data Security Solutions
  • Complexity and Algorithms in Graphs
  • Internet Traffic Analysis and Secure E-voting

Ximeng Liu has contributed to multiple papers, among which recent notable publications include:

  • Privacy and Security Issues in Deep Learning: A Survey, 2020, IEEE Access
  • An Efficient Decentralized Key Management Mechanism for VANET With Blockchain, 2020, IEEE Transactions on Vehicular Technology
  • FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT, 2021, IEEE Transactions on Industrial Informatics
  • PACE: Privacy-Preserving and Quality-Aware Incentive Mechanism for Mobile Crowdsensing, 2020, IEEE Transactions on Mobile Computing
  • An Efficient Blockchain-Based Hierarchical Data Sharing for Healthcare Internet of Things, 2022, IEEE Transactions on Industrial Informatics

The scientist frequently collaborates with several co-authors, including Yinbin Miao, Robert H. Deng, Jianfeng Ma, Kim-Kwang Raymond Choo, and Xinghua Li.

Ximeng Liu's work is often published in respected venues, with frequent contributions to:

  • IEEE Internet of Things Journal
  • arXiv (Cornell University)
  • IEEE Transactions on Dependable and Secure Computing
  • IEEE Transactions on Information Forensics and Security
  • IEEE Transactions on Cloud Computing

Best Publications

  • Toward efficient and privacy-preserving computing in big data era

    Rongxing Lu;Hui Zhu;Ximeng Liu;Joseph K. Liu

  • Privacy-preserving smart IoT-based healthcare big data storage and self-adaptive access control system

    Yang Yang;Xianghan Zheng;Xianghan Zheng;Wenzhong Guo;Wenzhong Guo;Ximeng Liu

  • Privacy-Preserving Patient-Centric Clinical Decision Support System on Naïve Bayesian Classification

    Ximeng Liu;Rongxing Lu;Jianfeng Ma;Le Chen

  • An Efficient Privacy-Preserving Outsourced Calculation Toolkit With Multiple Keys

    Ximeng Liu;Robert H. Deng;Kim-Kwang Raymond Choo;Jian Weng

  • Privacy and Security Issues in Deep Learning: A Survey

    Ximeng Liu;Lehui Xie;Yaopeng Wang;Jian Zou

  • Blockchain based efficient and robust fair payment for outsourcing services in cloud computing

    Yinghui Zhang;Robert H. Deng;Ximeng Liu;Dong Zheng

  • Efficient and Privacy-Preserving Outsourced Calculation of Rational Numbers

    Ximeng Liu;Kim-Kwang Raymond Choo;Robert H. Deng;Rongxing Lu

  • A Personalized Privacy Protection Framework for Mobile Crowdsensing in IIoT

    Jinbo Xiong;Rong Ma;Lei Chen;Youliang Tian

  • FLEAM: A Federated Learning Empowered Architecture to Mitigate DDoS in Industrial IoT

    Jianhua Li;Lingjuan Lyu;Ximeng Liu;Ximeng Liu;Xuyun Zhang

  • Privacy-Preserving Attribute-Based Keyword Search in Shared Multi-owner Setting

    Yinbin Miao;Ximeng Liu;Kim-Kwang Raymond Choo;Robert H. Deng

  • An Efficient Decentralized Key Management Mechanism for VANET with Blockchain

    Zhuo Ma;Junwei Zhang;Yongzhen Guo;Yang Liu

  • A Lightweight Privacy-Preserving CNN Feature Extraction Framework for Mobile Sensing

    Kai Huang;Ximeng Liu;Shaojing Fu;Deke Guo

  • Lightweight Fine-Grained Search Over Encrypted Data in Fog Computing

    Yinbin Miao;Jianfeng Ma;Ximeng Liu;Jian Weng

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

    Yinbin Miao;Jianfeng Ma;Ximeng Liu;Xinghua Li

  • An Efficient Blockchain-Based Hierarchical Data Sharing for Healthcare Internet of Things

    Unknown

  • Outsourcing Service Fair Payment Based on Blockchain and Its Applications in Cloud Computing

    Yinghui Zhang;Robert H. Deng;Ximeng Liu;Dong Zheng

  • Secure, efficient and revocable multi-authority access control system in cloud storage

    Qi Li;Jianfeng Ma;Rui Li;Ximeng Liu

  • Attribute-Based Keyword Search over Hierarchical Data in Cloud Computing

    Yinbin Miao;Jianfeng Ma;Ximeng Liu;Xinghua Li

  • Lightweight Break-Glass Access Control System for Healthcare Internet-of-Things

    Yang Yang;Ximeng Liu;Robert H. Deng

  • Multi-dimensional feature fusion and stacking ensemble mechanism for network intrusion detection

    Hao Zhang;Jie-Ling Li;Xi-Meng Liu;Chen Dong

  • Public-key authenticated encryption with keyword search revisited: Security model and constructions

    Baodong Qin;Yu Chen;Qiong Huang;Ximeng Liu

  • Hybrid privacy-preserving clinical decision support system in fog–cloud computing

    Ximeng Liu;Ximeng Liu;Robert H. Deng;Yang Yang;Yang Yang;Ngoc Hieu Tran

Frequent Co-Authors

Jianfeng Ma
Jianfeng Ma Xidian University
Robert H. Deng
Robert H. Deng Singapore Management University
Kim-Kwang Raymond Choo
Kim-Kwang Raymond Choo The University of Texas at San Antonio
Wenzhong Guo
Wenzhong Guo Fuzhou University
Hongwei Li
Hongwei Li University of Electronic Science and Technology of China
Yang Liu
Yang Liu Linköping University
Jian Weng
Jian Weng Jinan University
Rongxing Lu
Rongxing Lu Queen's University
Yingjiu Li
Yingjiu Li University of Oregon
Liehuang Zhu
Liehuang Zhu Beijing Institute of Technology

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