1) Individual Grants
- “Right To Be Forgotten Made Easy: Machine Unlearning, Differential
Privacy and Beyond”
RGC/General Research Fund (GRF), 2025.01-2027.12, HKD 1,038,967.
PI: Prof. HU Haibo. - “Harnessing Sensitive Statistics from the Crowd: Towards Scalable
Private Federated Analytics”
RGC/Early Career Scheme (ECS), 2025.01-2027.12, HKD 992,994. (Early Career Award)
PI: Dr. YE Qingqing. - “Local Tweaks for Privacy-Preserving Training in Machine Learning
at Scale”
RGC/General Research Fund (GRF), 2024.01-2026.12, HKD 1,228,619.
PI: Prof. HU Haibo. - “Small Leaks Sink Great Ships: Data Recovery Attacks and Defense
in Local Differential Privacy”
RGC/General Research Fund (GRF), 2024.01-2026.12, HKD 1,096,927.
PI: Dr. YE Qingqing. - “面向大模型微调的差分隐私数据保护技术研究”
Open Research Fund of The State Key Laboratory of Blockchain and Data Security, 2024.08-2026.07, CNY 100,000.
PI: Dr. YE Qingqing. - “Towards Provable On-Device Data Privacy for Complex Analytics and
Its Applications”
Industrial Research Grant, 2024.01-2024.12, HKD 495,000.
PI: Dr. YE Qingqing. - “本地化差分隐私攻防之数据重构攻击研究”
NSFC (面上项目), 2024.01-2027.12, CNY 500,000.
PI: Dr. YE Qingqing. - “数据源和机器学习模型双向安全策略研究”
NSFC (面上项目), 2023.01-2025.12, CNY 800,000
PI: Prof. HU Haibo. - “Evasive Federated Learning Attacks through Differential Privacy:
Mechanisms and Mitigations”
RGC/General Research Fund (GRF), 2023.01-2025.12, HKD 941,434.
PI: Prof. HU Haibo. - “Efficient OLAP Operations under Local Differential Privacy”
PolyU Research Grant, 2023.05-2026.04, HKD 500,000.
PI: Dr. YE Qingqing. - “Sword of Two Edges: Adversarial Machine Learning from
Privacy-Aware Users”
RGC/General Research Fund (GRF), 2022.01-2024.12, HKD 838,393.
PI: Prof. HU Haibo. - “Byzantine-Robust Data Collection under Local Differential Privacy
Model”
RGC/General Research Fund (GRF), 2022.01-2024.12, HKD 838,393.
PI: Dr. YE Qingqing. - “恶意敌手模型下的本地化差分隐私技术探索”
NSFC (青年科学基金项目), 62102334, 2022.01-2024.12, CNY 300,000.
PI: Dr. YE Qingqing.
2) Collaborative Grants
- 基础模型窃取测评及防御关键技术
Huawei Technologies, 2024-2026.
PI: Prof. HU Haibo. -
MyGPTShield: A Personalized Privacy-Preserving Prompt Service for Large
Generative AI Models
Huawei Technologies, 2024-2026.
PI: Prof. HU Haibo. -
Federated Graph Management and Querying: Subgraphs, Keywords, and Privacy
RGC/Young Collaborative Research Grant (YCRG), 2024.06-2027.05, HKD 4,854,870.
Co-PI: Dr. YE Qingqing, Prof. HU Haibo. -
User-Controlled Secure Data Sharing and Analytics with Blockchain
and Trusted Computing Technologies
RGC/ Collaborative Research Grant (CRG), 2022-2025, HKD 6,734,880.
Co-PI: Prof. HU Haibo.
