One Paper Accepted by PVLDB 2024
Our paper “DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release” has been accepted by PVLDB 2024.
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Three Papers Accepted by IEEE TMC, TDSC, and ACM TOPS
Our paper “TED+Utility-Aware Time Series Data Release with Anomalies under TLDP” has been accepted by IEEE Transactions on Mobile Computing (TMC). Our paper “A Utility-aware Anonymization Model for Multiple Sensitive Attributes Based on Association Concealment” has been accepted by IEEE Transactions on Dependable and Secure Computing (TDSC). Our paper “DeepMark: A Scalable and Robust Framework…
Four Papers Accepted by IEEE TKDE, T-ITS, ACM TOSN, and Computers&Security
Our paper “TED+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database” has been accepted by IEEE TKDE. Our paper “Secure Traffic Monitoring with Spatio-temporal Metadata Protection Using Oblivious RAM” has been accepted by IEEE Transactions on Intelligent Transportation Systems. Our paper “Collecting Multi-type and Correlation-Constrained Streaming Sensor Data with Local Differential Privacy” has been…
Two Papers Accepted by IEEE TIFS and TKDE
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.
One Paper Accepted by PVLDB 2023
Our paper “Trajectory Data Collection with Local Differential Privacy” has been accepted by PVLDB 2023.
One Paper Accepted by IEEE S&P 2023
Our paper “3DFed: Adaptive and Extensible Framework for Covert Backdoor Attack in Federated Learning” has been accepted by IEEE S&P 2023.
One Paper Accepted by IEEE ICDE 2023
Our paper “Differential Aggregation against General Colluding Attackers” has been accepted by IEEE ICDE 2023.
One Paper Accepted by IEEE INFOCOM 2023
Our paper “Stateful Switch: Optimized Time Series Release with Local Differential Privacy” has been accepted by IEEE INFOCOM 2023.
One Paper Accepted by ACM SIGMOD 2023
Our paper “TED: Towards Discovering Top-? Edge-Diversified Patterns in a Graph Database” has been accepted by ACM SIGMOD 2023.
One Paper Accepted by NeurIPS 2022
Our paper “MExMI: Pool-based Active Model Extraction Crossover Membership Inference” has been accepted in Thirty-Sixth Conference on Neural Information Processing Systems.