Dr. Jiahui Hu

胡佳慧

Professor
School of Mathematics and Computer Science
The Nanchang University

Email:

IEB B404, 999 Xuefu BLVD

Nanchang, Jiangxi, 330000

Dr. Jiahui Hu

Research Interests

AI Security, Privacy and Security in Federated Learning, Mobile Crowdsensing.

Selected Publications

  • SoK: On Gradient Leakage in Federated Learning

    Jiacheng Du,Jiahui Hu,Zhibo Wang,Peng Sun,Neil, Zhenqiang, Gong,Kui Ren,Chun Chen
    The 34th USENIX Security Symposium (USENIX Security) 2025

  • An Incentive Framework for Task Offloading in Edge Computing Marketplaces under Price Competition

    Liantao Wu,Peng Sun,Zhibo Wang,Xiaoyi Pang,Jiahui Hu,Honglong Chen,Yang Yang
    IEEE Transactions on Mobile Computing (TMC) 2025

  • Poisoning Attacks to Knowledge Distillation-based Federated Learning

    Xiaoyi Pang,Zhibo Wang,Defang Liu,Jiahui Hu,Peng Sun,Meng Luo,Rui Ren
    IEEE Transactions on Information Forensics and Security 2025

  • Does Differential Privacy Really Protect Federated Learning from Gradient Leakage Attacks?

    Jiahui Hu,Jiacheng Du,Zhibo Wang,Xiaoyi Pang,Yajie Zhou,Peng Sun,Kui Ren
    IEEE Transactions on Mobile Computing (TMC) 2024

  • When Federated Learning Meets Knowledge Distillation

    Xiaoyi Pang,Jiahui Hu,Peng Sun,Ju Ren,Zhibo Wang
    IEEE Wireless Communications 2024

  • Federated Large Language Model: Solutions, Challenges and Future Directions

    Jiahui Hu,Dan Wang,Zhibo Wang,Xiaoyi Pang,Huiyu Xu,Ju Ren,Kui Ren
    IEEE Wireless Communications 2024

  • Shield Against Gradient Leakage Attacks: Adaptive Privacy-Preserving Federated Learning

    Jiahui Hu,Zhibo Wang,Yongsheng Shen,Bohan Lin,Peng Sun,Xiaoyi Pang,Jian Liu,Kui Ren
    IEEE/ACM Transactions on Networking (ToN) 2023

  • Location Privacy-Aware Task Offloading in Mobile Edge Computing

    Zhibo Wang,Yunan Sun,Defang Liu,Jiahui Hu,Xiaoyi Pang,Yuke Hu,Kui Ren
    IEEE Transactions on Mobile Computing 2023

  • Label-free Poisoning Attack against Deep Unsupervised Domain Adaptation

    Zhibo Wang,Wenxin Liu,Jiahui Hu,Hengchang Guo,Zhan Qin,Jian Liu,Kui Ren
    IEEE Transactions on Dependable and Secure Computing 2023

  • Towards Privacy-Driven Truthful Incentives for Mobile Crowdsensing Under Untrusted Platform

    Zhibo Wang,Jingxin Li,Jiahui Hu,Ju Ren,Qian Wang,Zhetao Li,Yanjun Li
    IEEE Transactions on Mobile Computing 2023

  • Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems

    Zhibo Wang,Jingjing Ma,Xue Wang,Jiahui Hu,Zhan Qin,Kui Ren
    ACM Computing Surveys 2023

  • Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing

    Zhibo Wang,Jing Zhao,Jiahui Hu,Tianqing Zhu,Qian Wang,Ju Ren,Chao Li
    IEEE Transactions on Mobile Computing 2021

  • Towards Demand-Driven Dynamic Incentive for Mobile Crowdsensing Systems

    Jiahui Hu,Zhibo Wang,Jian Wei,Ruizhao Lv,Jing Zhao,Qian Wang,Honglong Chen,Dejun Yang
    IEEE Transactions on Wireless Communications 2020

  • Towards Privacy-preserving Incentive for Mobile Crowdsensing Under An Untrusted Platform

    Zhibo Wang,Jingxin Li,Jiahui Hu,Ju Ren,Zhetao Li,Yanjun Li
    IEEE INFOCOM 2019 - IEEE Conference on Computer Communications 2019

  • Personalized Privacy-Preserving Task Allocation for Mobile Crowdsensing

    Zhibo Wang,Jiahui Hu,Ruizhao Lv,Jian Wei,Qian Wang,Dejun Yang,Hairong Qi
    IEEE Transactions on Mobile Computing 2019

  • Heterogeneous incentive mechanism for time-sensitive and location-dependent crowdsensing networks with random arrivals

    Zhibo Wang,Ran Tan,Jiahui Hu,Jing Zhao,Qian Wang,Feng Xia,Xiaoguang Niu
    Computer Networks 2018

  • Pay On-Demand: Dynamic Incentive and Task Selection for Location-Dependent Mobile Crowdsensing Systems

    Zhibo Wang,Jiahui Hu,Jing Zhao,Dejun Yang,Honglong Chen,Qian Wang
    2018 IEEE 38th International Conference on Distributed Computing 2018

    • Academic Services

    • Journal Reviewer at IEEE Transactions on Information Forensics and Security

    Awards & Honors

    • Second Prize of Research and Innovation Scholarship, Wuhan University(2019)