Jiayuan Ye

According to our database, Jiayuan Ye authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Leave-one-out Distinguishability in Machine Learning.

Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri

CoRR, 2023

Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy.

Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks.

Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning.

Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Differentially Private Learning Needs Hidden State (Or Much Faster Convergence).

Jiayuan Ye, Reza Shokri

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Enhanced Membership Inference Attacks against Machine Learning Models.

Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Vincent Bindschaedler, Reza Shokri

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

Enhanced Membership Inference Attacks against Machine Learning Models.

Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Reza Shokri

CoRR, 2021

Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent.

Rishav Chourasia, Jiayuan Ye, Reza Shokri

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021