Concepedia

Dingfan Chen

DC

Statistics

Publications

8

Citations

594

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 data security, engineering, and data privacy.

Top concepts

EngineeringData PrivacyData SecurityComputer ScienceMachine LearningData ScienceAdversarial Machine LearningPrivacyDeep LearningSynthetic Data

Publications per year

2019–2023

8

Publications

8

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

Dingfan Chen, Ning Yu, Yang Zhang et al. · 2020 · 267 citations · Full text

Engineering, Machine Learning, Information Security +19

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

Xiaoyi Chen, Ahmed Salem, Dingfan Chen et al. · Annual Computer Security Applications Conference · 2021 · 158 citations · Full text

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

Dingfan Chen, Tribhuvanesh Orekondy, Mario Fritz · Figshare · 2023 · 58 citations

Artificial Intelligence, Engineering, Machine Learning +17

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

Engineering, Machine Learning, Generative Adversarial Network +6

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

Artificial Intelligence, Engineering, Machine Learning +17

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