News
Intro
I'm a 4th year Ph.D. student in the
6G Research Center at
Huazhong University of Science and Technology,
advised by
Prof. Tao Jiang.
I am also very fortunate work as a long-term interning student in
FIB Lab
at the Tsinghua University,
collaborated with
Prof. Yong Li,
Dr. Huandong Wang and
Dr. Chen Gao.
Before that, I received my B.S. degree in the
School of Electronics and Information Engineering from
Beijing Jiaotong University (BJTU) in 2021, and won the National Encouragement Scholarship.
Recent Preprints
Aug 2024
MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector
arXiv 2024
Paper Code BibTeX
@misc{fu2024miatuner,
title = {{{MIA-tuner}}: Adapting Large Language Models as Pre-Training Text Detector},
shorttitle = {{{MIA-tuner}}},
author = {Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
year = {2024},
month = aug,
number = {arXiv:2408.08661},
eprint = {2408.08661},
primaryclass = {cs},
publisher = {arXiv},
archiveprefix = {arXiv}
}
title = {{{MIA-tuner}}: Adapting Large Language Models as Pre-Training Text Detector},
shorttitle = {{{MIA-tuner}}},
author = {Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
year = {2024},
month = aug,
number = {arXiv:2408.08661},
eprint = {2408.08661},
primaryclass = {cs},
publisher = {arXiv},
archiveprefix = {arXiv}
}
Aug 2023
A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models
arXiv 2023
Paper Code BibTeX
@misc{fu2023probabilistic,
title = {A {{Probabilistic Fluctuation}} Based {{Membership Inference Attack}} for {{Diffusion Models}}},
author = {Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
year = {2023},
month = aug,
number = {arXiv:2308.12143},
eprint = {2308.12143},
primaryclass = {cs},
publisher = {arXiv},
}
title = {A {{Probabilistic Fluctuation}} Based {{Membership Inference Attack}} for {{Diffusion Models}}},
author = {Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
year = {2023},
month = aug,
number = {arXiv:2308.12143},
eprint = {2308.12143},
primaryclass = {cs},
publisher = {arXiv},
}
Publications
Sep 2024
Membership Inference Attacks against Large Language Models via Self-prompt Calibration
NeurIPS 2024 CCF-A CORE A* THCPL A
Paper Code BibTeX
@inproceedings{fu2024membership,
title = {Membership {{Inference Attacks}} against {{Large Language Models}} via {{Self-prompt Calibration}}},
booktitle = {The {{Thirty-eighth Annual Conference}} on {{Neural Information Processing Systems}}},
author = {Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
year = {2024},
month = sep,
address = {Vancouver, Canada}
}
title = {Membership {{Inference Attacks}} against {{Large Language Models}} via {{Self-prompt Calibration}}},
booktitle = {The {{Thirty-eighth Annual Conference}} on {{Neural Information Processing Systems}}},
author = {Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
year = {2024},
month = sep,
address = {Vancouver, Canada}
}
Jan 2024
Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning
ACM Transactions on Information Systems CCF-A SCI Q1 THCPL A
Paper Code BibTeX
@article{fu2024privacy,
title={Privacy-preserving individual-level covid-19 infection prediction via federated graph learning},
author={Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
journal={ACM Transactions on Information Systems},
volume={42},
number={3},
pages={1--29},
year={2024},
publisher={ACM New York, NY}
}
title={Privacy-preserving individual-level covid-19 infection prediction via federated graph learning},
author={Fu, Wenjie and Wang, Huandong and Gao, Chen and Liu, Guanghua and Li, Yong and Jiang, Tao},
journal={ACM Transactions on Information Systems},
volume={42},
number={3},
pages={1--29},
year={2024},
publisher={ACM New York, NY}
}