上海交大研究生院主页平台管理系统向立瑶--中文主页--科学研究

向立瑶

副教授

所在单位：电子信息与电气工程学院

学科：计算机应用技术(081203)信息与通信工程

职称：副教授

电子邮箱：xiangliyao08@sjtu.edu.cn

教师主页二维码

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常用链接

科学研究

中文主页 - 科学研究

研究领域

数据安全与隐私，移动计算，智能物联网

论文成果 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
· A secure data collection strategy using mobile vehicles joint UAVs in smart city.Computer Networks.2021
· Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud.ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.2021
· Differentially-Private Deep Learning with Directional Noise.IEEE Transactions on Mobile Computing (TMC).2021

专利

暂无内容

著作成果

· no

科研项目 MORE+

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