Items where Author is "Chen, Dingfan"

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Number of items: 7.

Conference or Workshop Item (A Paper)

Chen, Dingfan and Kerkouche, Raouf and Fritz, Mario
(2022) Private Set Generation with Discriminative Information.
In: Thirty-sixth Conference on Neural Information Processing Systems, New Orleans, Louisiena, USA.
Conference: NeurIPS Conference on Neural Information Processing Systems

Chen, Dingfan and Yu, Ning and Fritz, Mario
(2022) RelaxLoss: Defending Membership Inference Attacks without Losing Utility.
In: The Tenth International Conference on Learning Representations.
Conference: ICLR International Conference on Learning Representations

Yu, Ning and Skripniuk, Vladislav and Chen, Dingfan and Davis, Larry S. and Fritz, Mario
(2022) Responsible Disclosure of Generative Models Using Scalable Fingerprinting.
In: The Tenth International Conference on Learning Representations, Virtual.
Conference: ICLR International Conference on Learning Representations

Chen, Xiaoyi and Salem, Ahmed and Chen, Dingfan and Backes, Michael and Ma, Shiqing and Shen, Qingni and Wu, Zhonghai and Zhang, Yang
(2021) BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements.
In: ACSAC 2021.
Conference: ACSAC Annual Computer Security Applications Conference

Chen, Dingfan and Orekondy, Tribhuvanesh and Fritz, Mario
(2020) GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators.
In: 34th Conference on Neural Information Processing Systems (NeurIPS 2020).
Conference: NeurIPS Conference on Neural Information Processing Systems

Chen, Dingfan and Yu, Ning and Zhang, Yang and Fritz, Mario
(2020) GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models.
In: ACM Conference on Computer and Communications Security (CCS).
Conference: CCS ACM Conference on Computer and Communications Security

Article

Oestreich, Marie and Chen, Dingfan and Schultze, Joachim L. and Fritz, Mario and Becker, Matthias
(2021) Privacy considerations for sharing genomics data.
EXCLI Journal Eperimental and Clinical Sciences, 20. pp. 1243-1260. ISSN 1611-2156

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