陈渝文｜北京工业大学｜学者主页

期刊论文

2026

工业大模型安全：面向工业互联网的数智安全新范式

陈渝文，杨震

《人工智能》

2026

Practical Multi-Key Secure Aggregation With Homomorphic Hash Verification for Cross-Silo Federated Learning

Chenxu Fan, Yuwen Chen, Qin Jiang, H. P. Yu, Zhen Yang

IEEE Transactions on Mobile Computing

DOI

2026

Adaptive Generative Model Inversion Attacks in Edge–Cloud Collaborative Inference Systems

Haoyu Liu, Yuwen Chen, Zhen Yang

IEEE Transactions on Mobile Computing

DOI

2026

AMBER: Robust Federated Learning Based on Client Verification

Xiaohu Shan, Haiyang Yu, Gang Wang, Yuwen Chen, Zhen Yang

IEEE Transactions on Information Forensics and Security

DOI

2026

Triple-verifiable aggregation with parameter encoding for privacy-enhanced cross-device federated learning

Chenxu Fan, Yuwen Chen, Qin Jiang, Ziwen Tang, Haiyang Yu, Zhen Yang

Applied Soft Computing

DOI

2026

MFTA-PFL : Multi-factor trust assessment-based personalized federated learning

Fahad Sabah, Yuwen Chen, Zhen Yang, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Journal of Information Security and Applications

DOI

2025

Privacy-preserving federated learning based on noise addition

Xianlin Wu, Yuwen Chen, Haiyang Yu, Zhen Yang

Expert Systems With Applications，Vol. 267

DOI

2025

iAudit: Toward Efficient Pixel-Level Dynamic Image Auditing in Decentralized Storage

H. P. Yu, Yinglong Gao, Shen Su, Zhen Yang, Yuwen Chen, Shui Yu

IEEE Transactions on Information Forensics and Security

DOI

2025

A Survey of Model Inversion Attacks: An Interface-Prior Perspective

Haoyu Liu, Yuwen Chen, Zhen Yang

International Conference on Communication and Network Security (ICCNS)

DOI

2025

LaVFL: Efficient Verifiable Federated Learning for Large Language Models

Tianyou Zhang, Haiyang Yu, Zhen Yang, Yuwen Chen, Shui Yu

IEEE Transactions on Dependable and Secure Computing

DOI

2025

FLAGuard: Efficient Verifiable Federated LoRA of Large Language Models

Tianyou Zhang, Haiyang Yu, Yuwen Chen, Shuo Wang, Zhen Yang

IEEE Transactions on Mobile Computing

DOI

2025

A gradient inversion attack defense method based on data augmentation

Yingge Li, Xianlin Wu, Yuwen Chen, Haiyang Yu, Zhen Yang

Applied Intelligence

DOI

2025

Personalized federated learning with fairness, robustness, and collaboration incentives

Fahad Sabah, Yuwen Chen, Zhen Yang, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Applied Soft Computing

DOI

2025

MPC-FLC: Accelerating Private Inference in MPC Through Full Layer Compression

Bo Zhang, Haiyang Yu, Yuwen Chen, Zhen Yang

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2025

S2A-P2FS: Secure Storage Auditing With Privacy-Preserving Flexible Data Sharing in Cloud-Assisted Industrial IoT

Xiaohu Shan, Haiyang Yu, Yurun Chen, Yuwen Chen, Zhen Yang

IEEE Transactions on Mobile Computing

DOI

2025

Efficient and Secure Storage Verification in Cloud-Assisted Industrial IoT Networks

Haiyang Yu, Hui Zhang, Zhen Yang, Yuwen Chen, Huan Liu

IEEE Transactions on Computers

DOI

2024

[Review] Model optimization techniques in personalized federated learning: A survey

Fahad Sabah, Yuwen Chen, Zhen Yang, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Expert Systems With Applications，Vol. 243

DOI

2024

人工智能安全课程教学研究

陈渝文，杨震，赖英旭，王一鹏，尹瑞平，邓勇舰

《中国多媒体与网络教学学报(上旬刊)》

2024

Communication optimization techniques in Personalized Federated Learning: Applications, challenges and future directions

Fahad Sabah, Yuwen Chen, Zhen Yang, Abdul Raheem, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Information Fusion

DOI

2024

FairDPFL-SCS: Fair Dynamic Personalized Federated Learning with strategic client selection for improved accuracy and fairness

Fahad Sabah, Yuwen Chen, Zhen Yang, Abdul Raheem, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Information Fusion

DOI

2024

PrVFL: Pruning-Aware Verifiable Federated Learning for Heterogeneous Edge Computing

X. Wang, Haiyang Yu, Yuwen Chen, Richard Sinnott, Zhen Yang

IEEE Transactions on Mobile Computing

DOI

2024

High Efficiency Inference Accelerating Algorithm for NOMA-Based Edge Intelligence

Xin Yuan, Ning Li, Tuo Zhang, Mu‐Qing Li, Yuwen Chen, José-Fernán Martínez-Ortega, Song Guo

IEEE Transactions on Wireless Communications

DOI

2024

EDCOMA: Enabling Efficient Double Compressed Auditing for Blockchain-Based Decentralized Storage

Haiyang Yu, Yurun Chen, Zhen Yang, Yuwen Chen, Shui Yu

IEEE Transactions on Services Computing

DOI

2024

Batch data recovery from gradients based on generative adversarial networks

Yunbo Huang, Yuwen Chen, José-Fernán Martínez-Ortega, Haiyang Yu, Zhen Yang

Neural Computing and Applications

DOI

2023

SVFLC: Secure and Verifiable Federated Learning With Chain Aggregation

Ning Li, Ming Lin Zhou, Haiyang Yu, Yuwen Chen, Zhen Yang

IEEE Internet of Things Journal

DOI

2023

Fast Secure Aggregation With High Dropout Resilience for Federated Learning

Shisong Yang, Yuwen Chen, Zhen Yang, Bowen Li, Huan Liu

IEEE Transactions on Green Communications and Networking

DOI

2023

A Resilient Group-Based Multisubset Data Aggregation Scheme for Smart Grid

Yuwen Chen, Shisong Yang, José-Fernán Martínez-Ortega, Lourdes López, Zhen Yang

IEEE Internet of Things Journal

DOI

2023

AAIA: an efficient aggregation scheme against inverting attack for federated learning

Zhen Yang, Shisong Yang, Yunbo Huang, José-Fernán Martínez-Ortega, Lourdes López, Yuwen Chen

International Journal of Information Security

DOI

2023

Physical Unclonable Function-Based Lightweight and Verifiable Data Stream Transmission for Industrial IoT

Xiaohu Shan, Haiyang Yu, Yuwen Chen, Zhen Yang

IEEE Transactions on Industrial Informatics

DOI

2022

A Post-quantum Secure Aggregation for Federated Learning

Shisong Yang, Yuwen Chen, Shanshan Tu, Zhen Yang

International Conference on Communication and Network Security (ICCNS)

DOI

2021

A Dynamic Membership Group-Based Multiple-Data Aggregation Scheme for Smart Grid

Yuwen Chen, José-Fernán Martínez-Ortega, Lourdes López, Haiyang Yu, Zhen Yang

IEEE Internet of Things Journal

DOI

2021

Research on Security and Privacy Problem in the Data Life Cycle for the IoT Scenario

Shisong Yang, Yuwen Chen, Zhen Yang

DOI

2016

基于公开密钥算法的移动位置隐私保护

陈渝文，李晓宇

《计算机工程与设计》

预印本

2026

AGDP-FL: Adaptive Gradient Direction Perturbation for Privacy and Performance Enhancement in Federated Learning

Ahmadi Zaman, Yuwen Chen, Zhen Yang, Muhammad Arif, Raheem Sarwar, Fahad Sabah

SSRN Electronic Journal

DOI

陈渝文

精选作品

期刊论文

工业大模型安全：面向工业互联网的数智安全新范式

Practical Multi-Key Secure Aggregation With Homomorphic Hash Verification for Cross-Silo Federated Learning

Adaptive Generative Model Inversion Attacks in Edge–Cloud Collaborative Inference Systems

AMBER: Robust Federated Learning Based on Client Verification

Triple-verifiable aggregation with parameter encoding for privacy-enhanced cross-device federated learning

MFTA-PFL : Multi-factor trust assessment-based personalized federated learning

Privacy-preserving federated learning based on noise addition

iAudit: Toward Efficient Pixel-Level Dynamic Image Auditing in Decentralized Storage

A Survey of Model Inversion Attacks: An Interface-Prior Perspective

LaVFL: Efficient Verifiable Federated Learning for Large Language Models

FLAGuard: Efficient Verifiable Federated LoRA of Large Language Models

A gradient inversion attack defense method based on data augmentation

Personalized federated learning with fairness, robustness, and collaboration incentives

MPC-FLC: Accelerating Private Inference in MPC Through Full Layer Compression

S2A-P2FS: Secure Storage Auditing With Privacy-Preserving Flexible Data Sharing in Cloud-Assisted Industrial IoT

Efficient and Secure Storage Verification in Cloud-Assisted Industrial IoT Networks

[Review] Model optimization techniques in personalized federated learning: A survey

人工智能安全课程教学研究

Communication optimization techniques in Personalized Federated Learning: Applications, challenges and future directions

FairDPFL-SCS: Fair Dynamic Personalized Federated Learning with strategic client selection for improved accuracy and fairness

PrVFL: Pruning-Aware Verifiable Federated Learning for Heterogeneous Edge Computing

High Efficiency Inference Accelerating Algorithm for NOMA-Based Edge Intelligence

EDCOMA: Enabling Efficient Double Compressed Auditing for Blockchain-Based Decentralized Storage

Batch data recovery from gradients based on generative adversarial networks

SVFLC: Secure and Verifiable Federated Learning With Chain Aggregation

Fast Secure Aggregation With High Dropout Resilience for Federated Learning

A Resilient Group-Based Multisubset Data Aggregation Scheme for Smart Grid

AAIA: an efficient aggregation scheme against inverting attack for federated learning

Physical Unclonable Function-Based Lightweight and Verifiable Data Stream Transmission for Industrial IoT

A Post-quantum Secure Aggregation for Federated Learning

A Dynamic Membership Group-Based Multiple-Data Aggregation Scheme for Smart Grid

Research on Security and Privacy Problem in the Data Life Cycle for the IoT Scenario

基于公开密钥算法的移动位置隐私保护

预印本

AGDP-FL: Adaptive Gradient Direction Perturbation for Privacy and Performance Enhancement in Federated Learning

研究方向