
PhD Student
external
yulian.sun@edu.rub.de
Research Interests
- Privacy Enhencement Techniques
- Differential Privacy
- Vertical Federated Learning
Publications
2024
Yulian Sun, Li Duan, Ricardo Mendes, Derui Zhu, Yue Xia, Yong Li, Asja Fischer
Exploiting Internal Randomness for Privacy in Vertical Federated Learning Proceedings Article
In: European Symposium on Research in Computer Security (ESORICS), 2024.
@inproceedings{Sun2024ExploitingInternal,
title = {Exploiting Internal Randomness for Privacy in Vertical Federated Learning},
author = {Yulian Sun and Li Duan and Ricardo Mendes and Derui Zhu and Yue Xia and Yong Li and Asja Fischer},
url = {https://doi.org/10.1007/978-3-031-70890-9_20},
year = {2024},
date = {2024-01-01},
booktitle = {European Symposium on Research in Computer Security (ESORICS)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Yulian Sun, Li Duan, Yong Li
PSY: Posterior Sampling Based Privacy Enhancer in Large Language Models Artikel
In: arXiv Preprint, 2024.
@article{Sun2024PSYPosterior,
title = {PSY: Posterior Sampling Based Privacy Enhancer in Large Language Models},
author = {Yulian Sun and Li Duan and Yong Li},
url = {https://arxiv.org/abs/2410.18824},
year = {2024},
date = {2024-01-01},
journal = {arXiv Preprint},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Tianxiang Dai, Li Duan, Yufan Jiang, Yong Li, Fei Mei, Yulian Sun
Force: Highly Efficient Four-Party Privacy-Preserving Machine Learning on GPU Artikel
In: Cryptology ePrint Archive, 2023.
@article{Dai2023ForceHighly,
title = {Force: Highly Efficient Four-Party Privacy-Preserving Machine Learning on GPU},
author = {Tianxiang Dai and Li Duan and Yufan Jiang and Yong Li and Fei Mei and Yulian Sun},
url = {https://ia.cr/2023/493},
year = {2023},
date = {2023-01-01},
journal = {Cryptology ePrint Archive},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2022
Yulian Sun
Federated Transfer Learning with Multimodal Data Abschlussarbeit
Technical University of Darmstadt, 2022.
@mastersthesis{Sun2022FederatedTransfer,
title = {Federated Transfer Learning with Multimodal Data},
author = {Yulian Sun},
url = {https://arxiv.org/abs/2209.03137},
year = {2022},
date = {2022-01-01},
school = {Technical University of Darmstadt},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}