World's Best Scientists 2026 revealed!
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Rising Stars
2025

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Rising Stars

D-Index
33
Citations
3526
World Ranking
942
National Ranking
52

Computer Science

D-Index
36
Citations
4506
World Ranking
11373
National Ranking
343

Research.com Recognitions

  • 2025 - Research.com Rising Stars Award

Overview

Xi Zheng is affiliated with Macquarie University in Australia and specializes in the fields of Computer Science and Engineering. Their research output spans key subfields including Artificial Intelligence, Computer Networks and Communications, Information Systems, Computer Vision and Pattern Recognition, and Electrical and Electronic Engineering.

The scientist's work addresses multiple topics relevant to modern computing environments, notably:

  • Privacy-Preserving Technologies in Data
  • IoT and Edge/Fog Computing
  • Adversarial Robustness in Machine Learning
  • Vehicular Ad Hoc Networks (VANETs)
  • Advanced Malware Detection Techniques
  • Blockchain Technology Applications and Security
  • Anomaly Detection Techniques and Applications

Xi Zheng has published extensively with a strong presence in various academic venues. The most frequent publication venues include:

  • arXiv (Cornell University)
  • IEEE Internet of Things Journal
  • IEEE Transactions on Industrial Informatics
  • Frontiers in Pharmacology
  • SLEEP

Frequent collaboration partners consist of:

  • Guangquan Xu
  • Alireza Jolfaei
  • Shaoying Liu
  • Yao Deng
  • Jun Wu

Selected recent papers exemplify a focus on security, privacy, and intelligent systems in connected technologies:

  • "Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing" (2020, IEEE Internet of Things Journal)
  • "Attacks and defences on intelligent connected vehicles: a survey" (2020, Digital Communications and Networks)
  • "SG-PBFT: A secure and highly efficient distributed blockchain PBFT consensus algorithm for intelligent Internet of vehicles" (2022, Journal of Parallel and Distributed Computing)
  • "Edge Computing and Sensor-Cloud: Overview, Solutions, and Directions" (2023, ACM Computing Surveys)
  • "Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses" (2021, IEEE Transactions on Industrial Informatics)

The concentration on IoT, edge computing, autonomous systems, and blockchain security reflects a multidisciplinary approach integrating emerging technologies and networked intelligence. Their publications often emphasize frameworks and surveys that map out security challenges and mitigation strategies within intelligent vehicular networks and distributed computing contexts.

Best Publications

  • Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing

    Yong Li;Yipeng Zhou;Alireza Jolfaei;Dongjin Yu

  • Big Data Cleaning Based on Mobile Edge Computing in Industrial Sensor-Cloud

    Tian Wang;Haoxiong Ke;Xi Zheng;Kun Wang

  • Attacks and defences on intelligent connected vehicles: a survey

    Mahdi Dibaei;Xi Zheng;Kun Jiang;Robert Abbas

  • Crowdsourcing Mechanism for Trust Evaluation in CPCS Based on Intelligent Mobile Edge Computing

    Tian Wang;Hao Luo;Xi Zheng;Mande Xie

  • An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models

    Yao Deng;Xi Zheng;Tianyi Zhang;Chen Chen

  • Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses

    Yao Deng;Tiehua Zhang;Guannan Lou;Xi Zheng

  • A survey on security issues in services communication of Microservices-enabled fog applications

    Dongjin Yu;Yike Jin;Yuqun Zhang;Xi Zheng

  • EIHDP: Edge-Intelligent Hierarchical Dynamic Pricing Based on Cloud-Edge-Client Collaboration for IoT Systems

    Tian Wang;Yucheng Lu;Jianhuang Wang;Hong-Ning Dai

  • A survey of security and privacy issues in the Internet of Things from the layered context

    Samundra Deep;Xi Zheng;Alireza Jolfaei;Dongjin Yu

  • Investigating the Prospect of Leveraging Blockchain and Machine Learning to Secure Vehicular Networks: A Survey

    Mahdi Dibaei;Xi Zheng;Youhua Xia;Xiwei Xu

  • E-AUA: An Efficient Anonymous User Authentication Protocol for Mobile IoT

    Xianjiao Zeng;Guangquan Xu;Xi Zheng;Yang Xiang

  • Edge-Based Communication Optimization for Distributed Federated Learning

    Tian Wang;Yan Liu;Xi Zheng;Hong Ning Dai

  • Edge-based differential privacy computing for sensor–cloud systems

    Tian Wang;Tian Wang;Yaxin Mei;Weijia Jia;Xi Zheng

  • Cyber security attacks to modern vehicular systems

    Lei Pan;Xi Zheng;H. X. Chen;T. Luan

  • Unsupervised-Learning-Based Continuous Depth and Motion Estimation With Monocular Endoscopy for Virtual Reality Minimally Invasive Surgery

    Ling Li;Xiaojian Li;Shanlin Yang;Shuai Ding

  • Am I eclipsed?: a smart detector of eclipse attacks for Ethereum

    Guangquan Xu;Bingjiang Guo;Chunhua Su;Xi Zheng

  • Perceptions on the State of the Art in Verification and Validation in Cyber-Physical Systems

    Xi Zheng;Christine Julien;Miryung Kim;Sarfraz Khurshid

  • A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks

    Samundra Deep;Xi Zheng;Chandan Karmakar;Dongjin Yu

  • Driver drowsiness detection using multi-channel second order blind identifications

    Chao Zhang;Xiaopei Wu;Xi Zheng;Shui Yu

  • An Intelligent Dynamic Offloading From Cloud to Edge for Smart IoT Systems With Big Data

    Tian Wang;Yuzhu Liang;Yilin Zhang;Xi Zheng

  • CSP-E2: An abuse-free contract signing protocol with low-storage TTP for energy-efficient electronic transaction ecosystems

    Guangquan Xu;Yao Zhang;Arun Kumar Sangaiah;Xiaohong Li

Frequent Co-Authors

Alireza Jolfaei
Alireza Jolfaei Flinders University
Jiong Jin
Jiong Jin Swinburne University of Technology
Tian Wang
Tian Wang Beijing Normal University
Xiao Liu
Xiao Liu Deakin University
Shui Yu
Shui Yu University of Technology Sydney
Jun Wu
Jun Wu Waseda University
Miryung Kim
Miryung Kim University of California, Los Angeles
Kaitai Liang
Kaitai Liang Delft University of Technology
Weijia Jia
Weijia Jia Beijing Normal University
Arun Kumar Sangaiah
Arun Kumar Sangaiah National Yunlin University of Science and Technology

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