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2020 – today
- 2024
[c11]Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song:
SoK: Privacy-Preserving Data Synthesis. SP 2024: 4696-4713- 2023
- [c10]Chulin Xie
, Yunhui Long, Pin-Yu Chen, Qinbin Li, Sanmi Koyejo, Bo Li:
Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks. CCS 2023: 1511-1525 - [i12]Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song:
SoK: Privacy-Preserving Data Synthesis. CoRR abs/2307.02106 (2023) - 2022
- [c9]Zhuowen Yuan, Fan Wu, Yunhui Long, Chaowei Xiao, Bo Li:
SecretGen: Privacy Recovery on Pre-trained Models via Distribution Discrimination. ECCV (5) 2022: 139-155 - [c8]Fan Wu, Yunhui Long, Ce Zhang, Bo Li:
LINKTELLER: Recovering Private Edges from Graph Neural Networks via Influence Analysis. SP 2022: 2005-2024 - [i11]Zhuowen Yuan, Fan Wu, Yunhui Long, Chaowei Xiao, Bo Li:
SecretGen: Privacy Recovery on Pre-Trained Models via Distribution Discrimination. CoRR abs/2207.12263 (2022) - [i10]Chulin Xie, Zhong Cao, Yunhui Long, Diange Yang, Ding Zhao, Bo Li:
Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions. CoRR abs/2209.04022 (2022) - [i9]Chulin Xie, Yunhui Long, Pin-Yu Chen, Bo Li:
Uncovering the Connection Between Differential Privacy and Certified Robustness of Federated Learning against Poisoning Attacks. CoRR abs/2209.04030 (2022) - 2021
- [c7]Boxin Wang, Fan Wu, Yunhui Long, Luka Rimanic, Ce Zhang, Bo Li:
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation. CCS 2021: 2146-2168 - [c6]Yunhui Long, Boxin Wang, Zhuolin Yang, Bhavya Kailkhura, Aston Zhang, Carl A. Gunter, Bo Li:
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators. NeurIPS 2021: 2965-2977 - [i8]Boxin Wang, Fan Wu, Yunhui Long, Luka Rimanic, Ce Zhang, Bo Li:
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation. CoRR abs/2103.11109 (2021) - [i7]Fan Wu, Yunhui Long, Ce Zhang, Bo Li:
LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis. CoRR abs/2108.06504 (2021) - 2020
- [b1]Yunhui Long:
Understanding and mitigating privacy risk in machine learning systems. University of Illinois Urbana-Champaign, USA, 2020 - [c5]Yunhui Long, Le Xu, Carl A. Gunter:
A Hypothesis Testing Approach to Sharing Logs with Confidence. CODASPY 2020: 307-318 - [c4]Yunhui Long, Lei Wang, Diyue Bu, Vincent Bindschaedler, XiaoFeng Wang, Haixu Tang, Carl A. Gunter, Kai Chen:
A Pragmatic Approach to Membership Inferences on Machine Learning Models. EuroS&P 2020: 521-534
2010 – 2019
- 2019
- [c3]Avesta Hojjati, Yunhui Long, Soteris Demetriou, Carl A. Gunter:
BEEER: distributed record and replay for medical devices in hospital operating rooms. HotSoS 2019: 1:1-1:10 - [i6]Vanishree Rao, Yunhui Long, Hoda Eldardiry, Shantanu Rane, Ryan A. Rossi, Frank Torres:
Secure Two-Party Feature Selection. CoRR abs/1901.00832 (2019) - [i5]Yunhui Long, Suxin Lin, Zhuolin Yang, Carl A. Gunter, Bo Li:
Scalable Differentially Private Generative Student Model via PATE. CoRR abs/1906.09338 (2019) - 2018
- [c2]Xuejing Yuan, Yuxuan Chen, Yue Zhao, Yunhui Long, Xiaokang Liu, Kai Chen, Shengzhi Zhang, Heqing Huang, Xiaofeng Wang, Carl A. Gunter:
CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition. USENIX Security Symposium 2018: 49-64 - [i4]Xuejing Yuan, Yuxuan Chen, Yue Zhao, Yunhui Long, Xiaokang Liu, Kai Chen, Shengzhi Zhang, Heqing Huang, Xiaofeng Wang, Carl A. Gunter:
CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition. CoRR abs/1801.08535 (2018) - [i3]Yunhui Long, Vincent Bindschaedler, Lei Wang, Diyue Bu, Xiaofeng Wang, Haixu Tang, Carl A. Gunter, Kai Chen:
Understanding Membership Inferences on Well-Generalized Learning Models. CoRR abs/1802.04889 (2018) - [i2]Yunhui Long, Tanmay Gangwani, Haris Mughees, Carl A. Gunter:
Distributed and Secure ML with Self-tallying Multi-party Aggregation. CoRR abs/1811.10296 (2018) - 2017
- [i1]Yunhui Long, Vincent Bindschaedler, Carl A. Gunter:
Towards Measuring Membership Privacy. CoRR abs/1712.09136 (2017) - 2013
- [c1]Mingyang Lv, Yunhui Long, Qianyun Zhang, Xinyu Sheng, Li Xu, Hang Guo, Wenbo Zhang, Xiaoguang Zhang:
A fast polarimeter calibration method using vector projection algorithm. ICAIT 2013: 15-16
Coauthor Index
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