GRF Research Grant Awarded
A research project entitled “Evasive Federated Learning Attacks through Differential Privacy: Mechanisms and Mitigations ” has been awarded by Research Grant Council, HKSAR with HK$941,434 (2023-2025).
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(New!) Multiple PhD students, research assistants, and postdocs wanted
I have openings for 2+ PhD students (2023 in-take), 4+ research assistants/postdoc researchers (immediately available) in the field of machine learning, data security and privacy, and blockchain (new!). The detailed requirements of PhD applicants are as follows: Bachelor or Master degree in Computer Science, Software Engineering or Information Engineering in well-known universities. Preferences are given…
One Paper Accepted in TKDE
Our paper “DDRM: A Continual Frequency Estimation Mechanism with Local Differential Privacy” has been accepted for publish in IEEE Transactions on Knowledge and Data Engineering (TKDE).
One Paper Accepted in IEEE Internet of Things Journal
Our paper “Stateful-CCSH: An Efficient Authentication Scheme for High-Resolution Video Surveillance System” has been accepted for publish in IEEE Internet of Things Journal.
Three Papers Accepted in IEEE Transactions
Our papers “SPMAC: Scalable Prefix Verifiable Message Authentication Code for Internet of Things”, “Adaptive Video Streaming with Automatic Quality-of-Experience Optimization”, and “ReFlat: A Robust Access Pattern Hiding Solution for General Cloud Query Processing Based on K-Isomorphism and Hardware Enclave” have been accepted for publish in IEEE Transactions on Network and Service Management (TNSM), IEEE Transactions…
Two Papers Accepted in IEEE TSC
Our papers “DUASVS: A Mobile Data Saving Strategy in Short-form Video Streaming” and “Reverse Nearest Neighbor Search in Semantic Trajectories for Location based Services” have been accepted for publish in IEEE Transactions on Services Computing.
One Paper Accepted in IEEE ICDE 2022
Our paper “Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional Space” has been accepted for publish in IEEE ICDE 2022.
One Paper Accepted in VLDBJ
Our paper “Privacy and Efficiency Guaranteed Social Subgraph Matching” has been accepted for publish in The VLDB Journal.
One Paper Accepted in IEEE TPDS
Our paper “ A Unified Framework for Flexible Playback Latency Control in Live Video Streaming” has been accepted for publish in IEEE Transactions on Parallel and Distributed Systems (TPDS).
GRF Research Grant Awarded
A research project entitled “Sword of Two Edges: Adversarial Machine Learning from Privacy-Aware Users” has been awarded by Research Grant Council, HKSAR with HK$838,393 (2022-2024).