Yunhui Long

According to our database, Yunhui Long authored at least 19 papers between 2013 and 2023.

Collaborative distances:

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

2023

SoK: Privacy-Preserving Data Synthesis.

Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song

CoRR, 2023

Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks.

Chulin Xie, Yunhui Long, Pin-Yu Chen, Qinbin Li, Sanmi Koyejo, Bo Li

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Uncovering the Connection Between Differential Privacy and Certified Robustness of Federated Learning against Poisoning Attacks.

Chulin Xie, Yunhui Long, Pin-Yu Chen, Bo Li

CoRR, 2022

Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions.

Chulin Xie, Zhong Cao, Yunhui Long, Diange Yang, Ding Zhao, Bo Li

CoRR, 2022

LINKTELLER: Recovering Private Edges from Graph Neural Networks via Influence Analysis.

Fan Wu, Yunhui Long, Ce Zhang, Bo Li

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

SecretGen: Privacy Recovery on Pre-trained Models via Distribution Discrimination.

Zhuowen Yuan, Fan Wu, Yunhui Long, Chaowei Xiao, Bo Li

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators.

Yunhui Long, Boxin Wang, Zhuolin Yang, Bhavya Kailkhura, Aston Zhang, Carl A. Gunter, Bo Li

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

DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation.

Boxin Wang, Fan Wu, Yunhui Long, Luka Rimanic, Ce Zhang, Bo Li

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

Understanding and mitigating privacy risk in machine learning systems

Yunhui Long

PhD thesis, 2020

A Pragmatic Approach to Membership Inferences on Machine Learning Models.

Yunhui Long, Lei Wang, Diyue Bu, Vincent Bindschaedler, XiaoFeng Wang, Haixu Tang, Carl A. Gunter, Kai Chen

Proceedings of the IEEE European Symposium on Security and Privacy, 2020

A Hypothesis Testing Approach to Sharing Logs with Confidence.

Yunhui Long, Le Xu, Carl A. Gunter

Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

2019

Scalable Differentially Private Generative Student Model via PATE.

Yunhui Long, Suxin Lin, Zhuolin Yang, Carl A. Gunter, Bo Li

CoRR, 2019

Secure Two-Party Feature Selection.

Vanishree Rao, Yunhui Long, Hoda Eldardiry, Shantanu Rane, Ryan A. Rossi, Frank Torres

CoRR, 2019

BEEER: distributed record and replay for medical devices in hospital operating rooms.

Avesta Hojjati, Yunhui Long, Soteris Demetriou, Carl A. Gunter

Proceedings of the 6th Annual Symposium on Hot Topics in the Science of Security, 2019

2018

Distributed and Secure ML with Self-tallying Multi-party Aggregation.

Yunhui Long, Tanmay Gangwani, Haris Mughees, Carl A. Gunter

CoRR, 2018

Understanding Membership Inferences on Well-Generalized Learning Models.

Yunhui Long, Vincent Bindschaedler, Lei Wang, Diyue Bu, Xiaofeng Wang, Haixu Tang, Carl A. Gunter, Kai Chen

CoRR, 2018

CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition.

Xuejing Yuan, Yuxuan Chen, Yue Zhao, Yunhui Long, Xiaokang Liu, Kai Chen, Shengzhi Zhang, Heqing Huang, Xiaofeng Wang, Carl A. Gunter

Proceedings of the 27th USENIX Security Symposium, 2018

2017

Towards Measuring Membership Privacy.

Yunhui Long, Vincent Bindschaedler, Carl A. Gunter

CoRR, 2017

2013

A fast polarimeter calibration method using vector projection algorithm.

Mingyang Lv, Yunhui Long, Qianyun Zhang, Xinyu Sheng, Li Xu, Hang Guo, Wenbo Zhang, Xiaoguang Zhang

Proceedings of the 6th IEEE International Conference on Advanced Infocomm Technology, 2013