Yuwen Chen 陈渝文

Yuwen is a lecturer in computer science in Beijing university of technology. I received received my Ph.D. degree in Universidad Politécnica de Madrid in 2019. My supervisor is José Fernán Martínez. My research interests include IoT security and privacy, collaborative learning, model inversion, gradient inversion.

Position: Lecturer
Affiliation: College of Computer Science, Beijing University of Technology
Email:       yuwen.chen@bjut.edu.cn
Address:   Room 233, Information Building, #100 Pingleyuan, Chaoyang District, Beijing, China, 100124

主要研究方向包含物联网的数据安全和隐私,人工智能的安全和隐私(梯度反演攻击、模型反演攻击、差分隐私)安全多放计算。

Background

  • Yuwen Chen received his Ph.D. degree in Technical University of Madrid (Universidad Politécnica de Madrid), Madrid, Spain in 2019.
  • Yuwen Chen received the M.S. degree in computer software and theory from Zhengzhou University, Zhengzhou, China, in 2015.
  • Yuwen Chen received the Bachelor’s degree in computer science from Guizhou Normal University, Guiyang, China, in 2012.

2025 招生信息!

2025年拟接收辅硕士研究生2名,研究方向:人工智能安全方向(模型反演攻击)、安全多方计算方向。欢迎咨询邮件或QQ:陆肆陆捌零玖捌陆叁

Publications

  • Huang Y, Chen Y, Martí­nez-Ortega J-F, Yu H, Yang Z. Batch data recovery from gradients based on generative adversarial networks[J]. Neural Computing and Applications, 2024.(JCR-Q2,中国密码学会推荐C类期刊,IF= 5.6)
  • Yang Z, Yang S, Huang Y, Martínez J-F, López L, Chen Y. AAIA: an efficient aggregation scheme against inverting attack for federated learning[J]. International Journal of Information Security, 2023, 22(4): 919–930.(JCR-Q2,中国密码学会推荐B类期刊,IF= 2.427).
  • A resilient group-based multi-subset data aggregation scheme for smart grid, Yuwen Chen, Shisong Yang, José-Fernán Martínez, Lourdes López, Zhen Yang*, IEEE Internet of Things Journal, 2023: 1–1. (SCI-Q1 TOP, IF= 10.238).
  • Yang S(指导学生), Chen Y, Tu S, Yang Z*, Li B, Liu H. Fast Secure Aggregation with High Dropout Resilience for Federated Learning [J]// IEEE Transactions on Green Communications and Networking., 2023: 1–1. (SCI-Q2,IF= 3.525
  • AAIA:An Efficient Aggregation Scheme Against Inverting Attack for Federated Learning, Zhen Yang, Shisong Yang, José-Fernán Martínez, Lourdes López, Yuwen Chen*, International Journal of Information Security, (SCI-Q2, IF= 2.427).
  • Chen Y, Martínez J-F, López L, Yu H, Yang Z. A dynamic membership group-based multiple-data aggregation scheme for smart grid[J]. IEEE Internet of Things Journal, 2021: 1–1. (SCI-Q1 TOP, IF= 9.471)
  • Chen Y, Martínez-Ortega J-F, Castillejo P, López L. An Elliptic Curve-Based Scalable Data Aggregation Scheme for Smart Grid[J]. IEEE Systems Journal, 2020, 14(2): 2066–2077. (SCI Q2, IF= 3.931)
  • Chen Y, Martínez-Ortega J, Castillejo P, López L. A Homomorphic-Based Multiple Data Aggregation Scheme for Smart Grid[J]. IEEE Sensors Journal, 2019, 19(10): 3921–3929. (SCI Q2 TOP, IF= 3.301)
  • Chen Y, Martínez J-F, Castillejo P, López L. A Privacy-Preserving Noise Addition Data Aggregation Scheme for Smart Grid[J]. Energies, 2018, 11(11): 2972. (SCI Q3, IF= 3.004)
  • Chen Y, Martínez J-F, Castillejo P, López L. A Lightweight Anonymous Client–Server Authentication Scheme for the Internet of Things Scenario: LAuth[J]. Sensors, 2018, 18(11): 3695. (SCI Q2, IF= 3.576)
  • Chen Y, López L, Martínez J-F, Castillejo P. A Lightweight Privacy Protection User Authentication and Key Agreement Scheme Tailored for the Internet of Things Environment: LightPriAuth[J]. Journal of Sensors, 2018. (SCI Q3, IF= 2.137)
  • Chen Y, Martínez J-F, Castillejo P, López L. An Anonymous Authentication and Key Establish Scheme for Smart Grid: FAuth[J]. Energies, 2017, 10(9): 1354. (SCI Q3, IF=3.004)
  • Chen Y, Martínez J-F, Castillejo P, López L. A Privacy Protection User Authentication and Key Agreement Scheme Tailored for the Internet of Things Environment: PriAuth[J]. Wireless Communications and Mobile Computing, 2017. (SCI Q3, IF= 2.336)

Oversea experience

  • 2015-2019 Technical University of Madrid, Madrid, Spain
  • 2019.2-2019.4  Gdańsk University of Technology,Poland