Prof. Hu has been awarded a RGC/GRF grant with project title “Local Tweaks for Privacy-Preserving Training in Machine Learning at Scale”. The total amount is HK$1,228,619. Dr. Ye has been awarded a RGC/GRF grant with project title “Small Leaks Sink Great Ships: Data Recovery Attacks and Defense in Local Differential Privacy”. The total amount is HK$1,096,927.
Our paper “Collaborative Sampling for Partial Multi-dimensional Value Collection under Local Differential Privacy” has been accepted by IEEE TIFS. Our paper “PUTS: Privacy-Preserving and Utility-Enhancing Framework for Trajectory Synthesization” has been accepted by IEEE TKDE.
Our paper “MExMI: Pool-based Active Model Extraction Crossover Membership Inference” has been accepted in Thirty-Sixth Conference on Neural Information Processing Systems.
Dr. Hu has been awarded a RGC/GRF grant with project title “Evasive Federated Learning Attacks through Differential Privacy: Mechanisms and Mitigations”. The total amount is HK$941,434. Meanwhile, Dr. Hu has also been awarded a CRF with project title “User-Controlled Secure Data Sharing and Analytics with Blockchain and Trusted Computing Technologies” as a co-PI. The project coordinator is Prof. Jianliang Xu from Hong Kong Baptist University. […]