v1v2 (latest)

Privacy-Enhanced Database Synthesis for Benchmark Publishing (Technical Report)

2 May 2024

Yongrui Zhong

Makoto Onizuka

Chuan Xiao

ArXiv (abs)PDF HTML

Papers citing "Privacy-Enhanced Database Synthesis for Benchmark Publishing (Technical Report)"

22 / 22 papers shown

Title
Data Overvaluation Attack and Truthful Data Valuation in Federated Learning Shuyuan Zheng Sudong Cai Chuan Xiao Yang Cao Jianbin Qin Masatoshi Yoshikawa Makoto Onizuka TDI AAML 413 0 0 01 Feb 2025
PreFair: Privately Generating Justifiably Fair Synthetic DataProceedings of the VLDB Endowment (PVLDB), 2022 David Pujol Amir Gilad Ashwin Machanavajjhala 193 11 0 20 Dec 2022
Secure Shapley Value for Cross-Silo Federated Learning (Technical Report)Proceedings of the VLDB Endowment (PVLDB), 2022 Shuyuan Zheng Yang Cao Masatoshi Yoshikawa FedML 223 37 0 11 Sep 2022
Benchmarking Differentially Private Synthetic Data Generation Algorithms Yuchao Tao Ryan McKenna Michael Hay Ashwin Machanavajjhala G. Miklau SyDa 253 102 0 16 Dec 2021
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation Yuxing Han Ziniu Wu Peizhi Wu Rong Zhu Jingyi Yang ... A. Pfadler Zhengping Qian Jingren Zhou Jiangneng Li Tengjiao Wang 176 139 0 13 Sep 2021
Winning the NIST Contest: A scalable and general approach to differentially private synthetic dataJournal of Privacy and Confidentiality (JPC), 2021 Ryan McKenna G. Miklau Daniel Sheldon SyDa 202 141 0 11 Aug 2021
DPSyn: Experiences in the NIST Differential Privacy Data Synthesis Challenges Ninghui Li Zhikun Zhang Tianhao Wang 251 19 0 24 Jun 2021
Differentially Private Query Release Through Adaptive ProjectionInternational Conference on Machine Learning (ICML), 2021 Sergul Aydore William Brown Michael Kearns K. Kenthapadi Luca Melis Aaron Roth Ankit Siva 293 73 0 11 Mar 2021
Kamino: Constraint-Aware Differentially Private Data SynthesisProceedings of the VLDB Endowment (PVLDB), 2020 Chang Ge Shubhankar Mohapatra Xi He Ihab F. Ilyas SyDa 287 51 0 31 Dec 2020
New Oracle-Efficient Algorithms for Private Synthetic Data ReleaseInternational Conference on Machine Learning (ICML), 2020 G. Vietri Grace Tian Mark Bun Thomas Steinke Zhiwei Steven Wu SyDa 245 83 0 10 Jul 2020
GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators Dingfan Chen Tribhuvanesh Orekondy Mario Fritz SyDa 170 203 0 15 Jun 2020
NeuroCard: One Cardinality Estimator for All Tables Zongheng Yang Amog Kamsetty Sifei Luan Eric Liang Yan Duan Xi Chen Ion Stoica 131 121 0 15 Jun 2020
Computing Local Sensitivities of Counting Queries with Joins Yuchao Tao Xi He Ashwin Machanavajjhala Sudeepa Roy 152 38 0 09 Apr 2020
Sum-product networks: A surveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 I. París Raquel Sánchez-Cauce F. Díez TPM 152 49 0 02 Apr 2020
CryptoSPN: Privacy-preserving Sum-Product Network InferenceEuropean Conference on Artificial Intelligence (ECAI), 2020 Amos Treiber Alejandro Molina Christian Weinert T. Schneider Kristian Kersting 116 11 0 03 Feb 2020
DP-CGAN: Differentially Private Synthetic Data and Label Generation Reihaneh Torkzadehmahani Peter Kairouz B. Paten SyDa 235 263 0 27 Jan 2020
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher DiscriminatorsNeural Information Processing Systems (NeurIPS), 2019 Yunhui Long Wei Ping Zhuolin Yang B. Kailkhura Aston Zhang C.A. Gunter Yue Liu 188 83 0 21 Jun 2019
Graphical-model based estimation and inference for differential privacy Ryan McKenna Daniel Sheldon G. Miklau 149 159 0 26 Jan 2019
Model-based Pricing for Machine Learning in a Data Marketplace Lingjiao Chen Paraschos Koutris Arun Kumar 128 144 0 26 May 2018
Differentially Private Generative Adversarial Network Liyang Xie Kaixiang Lin Shu Wang Fei Wang Jiayu Zhou SyDa 195 553 0 19 Feb 2018
Differentially Private $k$ -Means Clustering D. Su Jianneng Cao Ninghui Li E. Bertino Hongxia Jin 135 159 0 22 Apr 2015
Sum-Product Networks: A New Deep ArchitectureIEEE International Conference on Computer Vision (ICCV), 2011 Hoifung Poon Pedro M. Domingos TPM 218 789 0 14 Feb 2012