Concepedia

Dingfan Chen

DC

Statistics

Publications

8

Citations

626

H-Index

8

Active since

2019

Affiliations

Helmholtz Center for Information Security(Current)

Max Planck Institute for Informatics

Max Planck Society

Dingfan Chen is an author at Helmholtz Center for Information Security specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2019–2022

8

Publications

8

GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models

Dingfan Chen, Ning Yu, Yang Zhang et al. · 2020 · 283 citations · Full text

, , +15

BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements

Xiaoyi Chen, Ahmed Salem, Dingfan Chen et al. · Annual Computer Security Applications Conference · 2021 · 174 citations · Full text

, , +13

GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators

Dingfan Chen, Tribhuvanesh Orekondy, Mario Fritz · Figshare · 2020 · 58 citations

, , +16

GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs

Dingfan Chen, Ning Yu, Yang Zhang et al. · arXiv (Cornell University) · 2019 · 35 citations · Full text

, , +10

GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators

Dingfan Chen, Tribhuvanesh Orekondy, Mario Fritz · arXiv (Cornell University) · 2020 · 30 citations · Full text

, , +16

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