Bio
Jiahui Hu is a Distinguished Researcher at the School of Mathematics and Computer Sciences, Nanchang University. She completed her Ph.D. at Zhejiang University (2021-2025), supervised by Prof. Zhibo Wang. She received the M.S. degree in Cyber Security from Wuhan University, China, in 2019. She received the B.S. degree in Information Security from Wuhan University, China, in 2016. Her research interest focuses on federated learning and privacy.
Research Interests
AI SecurityPrivacy and Security in Federated LearningMobile Crowdsensing.
Published Works
An Incentive Framework for Task Offloading in Edge Computing Marketplaces under Price Competition
IEEE Transactions on Mobile Computing (TMC)2025Poisoning Attacks to Knowledge Distillation-based Federated Learning
IEEE Transactions on Information Forensics and Security2025SoK: On Gradient Leakage in Federated Learning
The 34th USENIX Security Symposium (USENIX Security)2025Does Differential Privacy Really Protect Federated Learning from Gradient Leakage Attacks?
IEEE Transactions on Mobile Computing (TMC)2024Federated Large Language Model: Solutions, Challenges and Future Directions
IEEE Wireless Communications2024
Awards & Honors
- National Scholarship, Ministry of Education (2024)
- Second Prize of Research and Innovation Scholarship, Wuhan University (2019)
- Outstanding Graduate, Wuhan University (2019)
- National Scholarship, Ministry of Education (2018)
- Luoge Scholarship, Wuhan University (2018)
- National Scholarship, Ministry of Education (2013)
Academic Services
- Journal Reviewerat IEEE Transactions on Information Forensics and Security
- Journal Reviewerat IEEE Transactions on Mobile Computing
- Journal Reviewerat IEEE/ACM Transactions on Networking
- Journal Reviewerat IEEE Transactions on Knowledge and Data Engineering
- Journal Reviewerat Computer Networks