Dingfan Chen

I am currently a Ph.D. student in Computer Science at CISPA - Helmholtz Center for Information Security, supervised by Prof. Dr. Mario Fritz. Previously, I obtained my Master's degree in CS from Saarland University and Bachelor's degree in CS from University of Tübingen.

I am working on trustworthy and reliable machine learning – with a special focus on building privacy-preserving and data-efficient intelligent systems. My research interests include but are not limited to privacy, generative modeling, federated learning, and adversarial ML.

Publications [ Google Scholar ] [ Semantic Scholar ]

Academic Activities

Reviewing

• CVPR 2021, ICLR-SDG 2021, AsiaCCS 2022, CVPR 2022, TPAMI 2022, ECCV 2022

Teaching

• Teaching Assistant, Machine Learning at Saarland University, SS 2022
• Teaching Assistant, Machine Learning in Cyber Security at Saarland University, WS 2019-2020
• Teaching Assistant, Convex Analysis and Optimization at Saarland University, WS 2019-2020

Thesis Co-supervision

• Tejumade Afonja (MSc., Saarland University)

website's source code from Yaoyao Liu