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Xinyu Tang
Xinyu Tang
Verified email at princeton.edu - Homepage
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Mitigating membership inference attacks by self-distillation through a novel ensemble architecture
X Tang, S Mahloujifar, L Song, V Shejwalkar, M Nasr, A Houmansadr, ...
31st {USENIX} Security Symposium ({USENIX} Security 22), 1433-1450, 2022
642022
A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization
A Panda, X Tang, S Mahloujifar, V Sehwag, P Mittal
ICML 2024, 2024
15*2024
Machine Learning with Differentially Private Labels: Mechanisms and Frameworks
X Tang, M Nasr, S Mahloujifar, V Shejwalkar, L Song, A Houmansadr, ...
Proceedings on Privacy Enhancing Technologies 4, 332-350, 2022
122022
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
X Tang, R Shin, HA Inan, A Manoel, F Mireshghallah, Z Lin, S Gopi, ...
ICLR 2024, 2024
112024
Effectively Using Public Data in Privacy Preserving Machine Learning
M Nasr, S Mahloujifar, X Tang, P Mittal, A Houmansadr
International Conference on Machine Learning, 25718-25732, 2023
92023
Differentially Private Image Classification by Learning Priors from Random Processes
X Tang, A Panda, V Sehwag, P Mittal
NeurIPS 2023, 35855--35877, 2023
92023
Private Fine-tuning of Large Language Models with Zeroth-order Optimization
X Tang, A Panda, M Nasr, S Mahloujifar, P Mittal
arXiv preprint arXiv:2401.04343, 2024
42024
Differentially Private Generation of High Fidelity Samples From Diffusion Models
V Sehwag, A Panda, A Pokle, X Tang, S Mahloujifar, M Chiang, JZ Kolter, ...
ICML 2023 Workshop Challenges in Deployable Generative AI, 2023
2023
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