Runmeng Du - Publications, H-index & Citations

杜润萌 (Runmeng Du)

Xian Polytechnic University

4H指数

12论文数

104被引数

收录论文 6

发表时间

DCCF: Dynamic Co-Optimizing Client Selection and Gradient Compression for Efficient-Robust FL under Non-IID Data DCCF：面向非IID数据下高效鲁棒联邦学习，动态协同优化客户端选择与梯度压缩

Expert Systems with Applications

IF7.5

2026-03-30

PREAI

Xuehua Sun; Chenglong Wu; Xianguang Kong; Guowei Zhang; Runmeng Du; Wei Sun

GSASG: Global Sparsification With Adaptive Aggregated Stochastic Gradients for Communication-Efficient Federated Learning GSASG: 具有自适应聚合随机梯度的全局稀疏化，用于通信高效的联邦学习

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-09-01

PREAI

Du, Runmeng; He, Daojing; Ding, Zikang; Wang, Miao; Chan, Sammy; Li, Xuru

Decentralized Multiauthority KP-ABE Scheme Without Bilinear Pairings

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-01-01

PREAI

Wang, Miao; Cao, Zhenfu; Dong, Xiaolei; Du, Runmeng; Chen, Jiasheng

Toward Secure and Verifiable Hybrid Federated Learning

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2024-01-01

PREAI

Du, Runmeng; Li, Xuru; He, Daojing; Choo, Kim-Kwang Raymond

Accountable Attribute-Based Data-Sharing Scheme Based on Blockchain for Vehicular Ad Hoc Network

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-04-15

PREAI

Guo, Zhenzhen; Wang, Gaoli; Li, Yingxin; Ni, Jianqiang; Du, Runmeng; Wang, Miao

Secure Logistic Regression for Vertical Federated Learning

IEEE INTERNET COMPUTING

IF4.4

2022-03-01

OAAI

He, Daojing; Du, Runmeng; Zhu, Shanshan; Zhang, Min; Liang, Kaitai; Chan, Sammy

研究方向

隐私人工智能、安全多方计算、网络安全、联邦学习金融终端密码安全防护数据要素的关键密码技术数据保密判定安全多方计算基于多因素联邦学习的网约车出行需求预测联邦学习联邦学习方法联邦学习安全基于联邦学习的短期出行需求预测联邦学习通信高效全局稀疏化自适应聚合随机梯度特征工程框架保密计算矩阵与增广矩阵秩相等问题有理数相等的保密判定

合作学者

合作期刊

Kim‐Kwang Raymond Choo

H 指数: 123 · 论文数: 1.5K

Zhenfu Cao (Zhenfu Cao)