World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
53
Citations
11385
World Ranking
4819
National Ranking
646

Overview

Haojin Zhu is affiliated with Shanghai Jiao Tong University in China and has contributed extensively to the field of computer science, with a focus on artificial intelligence, signal processing, computer networks and communications, information systems, and computer vision and pattern recognition.

The scientist's main topics of research include:

  • Advanced Malware Detection Techniques
  • Adversarial Robustness in Machine Learning
  • Privacy-Preserving Technologies in Data
  • Network Security and Intrusion Detection
  • Internet Traffic Analysis and Secure E-voting
  • Privacy, Security, and Data Protection
  • Cryptography and Data Security

Recent papers published by Haojin Zhu encompass a range of subjects within cybersecurity, federated learning, and neural networks:

  • Invisible Backdoor Attacks on Deep Neural Networks via Steganography and Regularization (2020), IEEE Transactions on Dependable and Secure Computing
  • A Federated Learning Based Privacy-Preserving Smart Healthcare System (2021), IEEE Transactions on Industrial Informatics
  • Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations (2022), 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Federated Data Cleaning: Collaborative and Privacy-Preserving Data Cleaning for Edge Intelligence (2020), IEEE Internet of Things Journal
  • Grus (2021), ACM Transactions on Architecture and Code Optimization

Frequent co-authors collaborating with Haojin Zhu include:

  • Yan Meng
  • Shaofeng Li
  • Xuemin Shen
  • Guoxing Chen
  • Jiachun Li

The scientist's publications are often featured in venues such as:

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

Haojin Zhu also has contributions in academia through book publications with Springer International Publishing, including:

  • Security in Smart Home Networks (2023)
  • Backdoor Attacks against Learning-Based Algorithms (2024)

Best Publications

  • ECPP: Efficient Conditional Privacy Preservation Protocol for Secure Vehicular Communications

    Rongxing Lu;Xiaodong Lin;Haojin Zhu;Pin-Han Ho

  • Security and privacy for storage and computation in cloud computing

    Lifei Wei;Haojin Zhu;Zhenfu Cao;Xiaolei Dong

  • Securing smart grid: cyber attacks, countermeasures, and challenges

    Xu Li;Xiaohui Liang;Rongxing Lu;Xuemin Shen

  • Security in vehicular ad hoc networks

    Xiaodong Lin;Rongxing Lu;Chenxi Zhang;Haojin Zhu

  • SPARK: A New VANET-Based Smart Parking Scheme for Large Parking Lots

    R. Lu;X. Lin;H. Zhu;X. Shen

  • SMART: A Secure Multilayer Credit-Based Incentive Scheme for Delay-Tolerant Networks

    Haojin Zhu;Xiaodong Lin;Rongxing Lu;Yanfei Fan

  • Invisible Backdoor Attacks on Deep Neural Networks Via Steganography and Regularization

    Shaofeng Li;Minhui Xue;Benjamin Zi Hao Zhao;Haojin Zhu

  • Pi: A practical incentive protocol for delay tolerant networks

    Rongxing Lu;Xiaodong Lin;Haojin Zhu;Xuemin Shen

  • Automated poisoning attacks and defenses in malware detection systems: An adversarial machine learning approach

    Sen Chen;Sen Chen;Minhui Xue;Minhui Xue;Lingling Fan;Lingling Fan;Shuang Hao

  • A Federated Learning based Privacy-preserving Smart Healthcare System

    Jiachun Li;Yan Meng;Lichuan Ma;Suguo Du

  • Privacy Leakage of Location Sharing in Mobile Social Networks: Attacks and Defense

    Huaxin Li;Haojin Zhu;Suguo Du;Xiaohui Liang

  • When CSI Meets Public WiFi: Inferring Your Mobile Phone Password via WiFi Signals

    Mengyuan Li;Yan Meng;Junyi Liu;Haojin Zhu

  • BECAN: A Bandwidth-Efficient Cooperative Authentication Scheme for Filtering Injected False Data in Wireless Sensor Networks

    Rongxing Lu;Xiaodong Lin;Haojin Zhu;Xiaohui Liang

  • A Probabilistic Misbehavior Detection Scheme toward Efficient Trust Establishment in Delay-Tolerant Networks

    Haojin Zhu;Suguo Du;Zhaoyu Gao;Mianxiong Dong

  • HoMonit: Monitoring Smart Home Apps from Encrypted Traffic

    Wei Zhang;Yan Meng;Yugeng Liu;Xiaokuan Zhang

  • UAV-assisted data gathering in wireless sensor networks

    Mianxiong Dong;Kaoru Ota;Man Lin;Zunyi Tang

  • StormDroid: A Streaminglized Machine Learning-Based System for Detecting Android Malware

    Sen Chen;Minhui Xue;Zhushou Tang;Lihua Xu

  • All your location are belong to us: breaking mobile social networks for automated user location tracking

    Muyuan Li;Haojin Zhu;Zhaoyu Gao;Si Chen

  • Human-Factor-Aware Privacy-Preserving Aggregation in Smart Grid

    Weiwei Jia;Haojin Zhu;Zhenfu Cao;Xiaolei Dong

  • Achieving Privacy Preservation in WiFi Fingerprint-Based Localization

    Hong Li;Limin Sun;Haojin Zhu;Xiang Lu

  • Location privacy in database-driven Cognitive Radio Networks: Attacks and countermeasures

    Zhaoyu Gao;Haojin Zhu;Yao Liu;Muyuan Li

  • All Your Location are Belong to Us: Breaking Mobile Social Networks for Automated User Location Tracking

    Muyuan Li;Haojin Zhu;Zhaoyu Gao;Si Chen

Frequent Co-Authors

Xuemin Shen
Xuemin Shen University of Waterloo
Xiaodong Lin
Xiaodong Lin University of Guelph
Rongxing Lu
Rongxing Lu Queen's University
Zhenfu Cao
Zhenfu Cao East China Normal University
Pin-Han Ho
Pin-Han Ho University of Waterloo
Kaoru Ota
Kaoru Ota Tohoku University
Mianxiong Dong
Mianxiong Dong Muroran Institute of Technology
Xiaohui Liang
Xiaohui Liang University of Massachusetts Boston
Cailian Chen
Cailian Chen Shanghai Jiao Tong University
Xinping Guan
Xinping Guan Shanghai Jiao Tong University

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