上海交大研究生院主页平台管理系统 Xiang Liyao--Home--Scientific Research

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Scientific Research

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Research Field：

Security and privacy, mobile computing, Internet of Things, privacy analysis in data mining.

Paper Publications： More>>

Privacy-Preserving Split Learning via Patch Shuffling over Transformers.Proc. 22nd IEEE International Conference on Data Mining (ICDM).2022
Mixup Training for Generative Models to Defend Membership Inference Attacks.Proc. IEEE International Conference on Computer Communications (INFOCOM).2022
DPlanner: A Privacy Budgeting System for Utility.IEEE Transactions on Information Forensics & Security (TIFS).2022
CAQ: Towards Context-aware and Self-adaptive Deep Model Computation for AIoT Applications.IEEE Internet of Things Journal.2022
Matrix Gaussian Mechanisms for Differentially-Private Learning.IEEE Transactions on Mobile Computing (TMC).2021
Differential Privacy for Tensor-Valued Queries.IEEE Transactions on Information Forensics & Security (TIFS).2021
Achieving Adversarial Robustness via Sparsity.Machine Learning.2021

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