SoK: Differential Privacies

4 June 2019

Papers citing "SoK: Differential Privacies"

50 / 116 papers shown

Title
Private Fine-tuning of Large Language Models with Zeroth-order Optimization Xinyu Tang Ashwinee Panda Milad Nasr Saeed Mahloujifar Prateek Mittal 180 25 0 09 Jan 2024
Privately Publishable Per-instance Privacy Rachel Redberg Yu Wang 78 18 0 03 Nov 2021
Partial sensitivity analysis in differential privacy Tamara T. Mueller Alexander Ziller Dmitrii Usynin Moritz Knolle F. Jungmann Daniel Rueckert Georgios Kaissis 68 1 0 22 Sep 2021
The Effect of False Positives: Why Fuzzy Message Detection Leads to Fuzzy Privacy Guarantees? István András Seres Balázs Pejó P. Burcsi 75 16 0 14 Sep 2021
Subspace Differential Privacy Jie Gao Ruobin Gong Fang-Yi Yu 35 17 0 26 Aug 2021
Channels of Small Log-Ratio Leakage and Characterization of Two-Party Differentially Private Computation Iftach Haitner N. Mazor Ronen Shaltiel Jad Silbak FedML 43 11 0 03 May 2021
DP-Image: Differential Privacy for Image Data in Feature Space Hanyu Xue Bo Liu Ming Ding Tianqing Zhu Dayong Ye Li Song Wanlei Zhou 75 36 0 12 Mar 2021
Asymmetric Differential Privacy Shun Takagi Yang Cao Masatoshi Yoshikawa 104 7 0 01 Mar 2021
Federated $f$ -Differential Privacy Qinqing Zheng Shuxiao Chen Qi Long Weijie J. Su FedML 121 55 0 22 Feb 2021
A Members First Approach to Enabling LinkedIn's Labor Market Insights at Scale Ryan M. Rogers Adrian Rivera Cardoso Koray Mancuhan Akash Kaura Nikhil T. Gahlawat Neha Jain Paul Ko P. Ahammad 62 11 0 27 Oct 2020
Geo-Graph-Indistinguishability: Location Privacy on Road Networks Based on Differential Privacy Shun Takagi Yang Cao Yasuhito Asano Masatoshi Yoshikawa 39 5 0 26 Oct 2020
Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0) S. Bavadekar Andrew M. Dai John Davis Damien Desfontaines Ilya Eckstein ... Charlotte Stanton Jacob Stimes Mimi Sun G. Wellenius M. Zoghi 36 34 0 02 Sep 2020
Privacy-Preserving Distributed Processing: Metrics, Bounds, and Algorithms Qiongxiu Li Jaron Skovsted Gundersen Richard Heusdens M. G. Christensen 56 33 0 02 Sep 2020
Local Differential Privacy and Its Applications: A Comprehensive Survey Mengmeng Yang Lingjuan Lyu Jun Zhao Tianqing Zhu Kwok-Yan Lam 83 148 0 09 Aug 2020
Correlated Data in Differential Privacy: Definition and Analysis Tao Zhang Tianqing Zhu Renping Liu Wanlei Zhou 91 13 0 01 Aug 2020
Privacy in Deep Learning: A Survey Fatemehsadat Mirshghallah Mohammadkazem Taram Praneeth Vepakomma Abhishek Singh Ramesh Raskar H. Esmaeilzadeh FedML 87 140 0 25 Apr 2020
Can Two Walk Together: Privacy Enhancing Methods and Preventing Tracking of Users M. Naor Neil Vexler FedML 44 7 0 06 Apr 2020
Differential Privacy at Risk: Bridging Randomness and Privacy Budget Ashish Dandekar D. Basu S. Bressan 83 8 0 02 Mar 2020
LinkedIn's Audience Engagements API: A Privacy Preserving Data Analytics System at Scale Ryan M. Rogers S. Subramaniam Sean Peng D. Durfee Seunghyun Lee Santosh Kumar Kancha Shraddha Sahay P. Ahammad 37 80 0 14 Feb 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 270 6,285 0 10 Dec 2019
Element Level Differential Privacy: The Right Granularity of Privacy Hilal Asi John C. Duchi O. Javidbakht 51 18 0 05 Dec 2019
Interpreting Epsilon of Differential Privacy in Terms of Advantage in Guessing or Approximating Sensitive Attributes Peeter Laud A. Pankova 43 15 0 28 Nov 2019
Reviewing and Improving the Gaussian Mechanism for Differential Privacy Jun Zhao Teng Wang Tao Bai Kwok-Yan Lam Zhiying Xu Shuyu Shi Xuebin Ren Xinyu Yang Yang Liu Han Yu 101 31 0 27 Nov 2019
Providing Input-Discriminative Protection for Local Differential Privacy Xiaolan Gu Ming Li Li Xiong Yang Cao 54 42 0 04 Nov 2019
Context-Aware Local Differential Privacy Jayadev Acharya Kallista A. Bonawitz Peter Kairouz Daniel Ramage Ziteng Sun 47 36 0 31 Oct 2019
SoK: Chasing Accuracy and Privacy, and Catching Both in Differentially Private Histogram Publication Boel Nelson Jenni Reuben 23 5 0 30 Oct 2019
Empirical Differential Privacy P. Burchard Anthony Daoud Dominic Dotterrer 43 3 0 28 Oct 2019
Differentially Private Meta-Learning Jeffrey Li M. Khodak S. Caldas Ameet Talwalkar FedML 124 108 0 12 Sep 2019
Differentially Private SQL with Bounded User Contribution Royce J. Wilson Celia Yuxin Zhang William K. C. Lam Damien Desfontaines Daniel Simmons-Marengo Bryant Gipson 71 150 0 04 Sep 2019
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference Alexandre Sablayrolles Matthijs Douze Yann Ollivier Cordelia Schmid Hervé Jégou MIACV 76 368 0 29 Aug 2019
Local Distribution Obfuscation via Probability Coupling Yusuke Kawamoto Takao Murakami 57 7 0 13 Jul 2019
Capacity Bounded Differential Privacy Kamalika Chaudhuri Jacob Imola Ashwin Machanavajjhala 40 39 0 03 Jul 2019
A unified view on differential privacy and robustness to adversarial examples Rafael Pinot Florian Yger Cédric Gouy-Pailler Jamal Atif AAML 50 18 0 19 Jun 2019
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis Yanan Li Xuebin Ren Shusen Yang Xinyu Yang 42 17 0 05 Jun 2019
Differential Privacy for Multi-armed Bandits: What Is It and What Is Its Cost? D. Basu Christos Dimitrakakis Aristide C. Y. Tossou 68 44 0 29 May 2019
Hypothesis Testing Interpretations and Renyi Differential Privacy Borja Balle Gilles Barthe Marco Gaboardi Justin Hsu Tetsuya Sato 50 117 0 24 May 2019
On the Privacy Guarantees of Gossip Protocols in General Networks Richeng Jin Yufan Huang H. Dai 43 1 0 18 May 2019
Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy Mehmet Emre Gursoy Acar Tamersoy Stacey Truex Wenqi Wei Ling Liu 61 76 0 15 May 2019
Practical Differentially Private Top- $k$ Selection with Pay-what-you-get Composition D. Durfee Ryan M. Rogers 64 89 0 10 May 2019
Differential privacy with partial knowledge Damien Desfontaines Esfandiar Mohammadi Elisabeth Krahmer David Basin 36 10 0 02 May 2019
What Storage Access Privacy is Achievable with Small Overhead? Sarvar Patel G. Persiano Kevin Yeo 22 16 0 10 Apr 2019
Profile-Based Privacy for Locally Private Computations J. Geumlek Kamalika Chaudhuri 63 17 0 21 Jan 2019
Local Obfuscation Mechanisms for Hiding Probability Distributions Yusuke Kawamoto Takao Murakami 75 26 0 03 Dec 2018
Generalised Differential Privacy for Text Document Processing Natasha Fernandes Mark Dras Annabelle McIver 49 107 0 26 Nov 2018
Achieving Differential Privacy using Methods from Calculus Peeter Laud A. Pankova Martin Pettai 22 5 0 15 Nov 2018
Development and Analysis of Deterministic Privacy-Preserving Policies Using Non-Stochastic Information Theory Farhad Farokhi 74 15 0 26 Oct 2018
Towards Differential Privacy for Symbolic Systems Austin M. Jones Kevin J. Leahy Matthew T. Hale 43 12 0 23 Sep 2018
PriPeARL: A Framework for Privacy-Preserving Analytics and Reporting at LinkedIn K. Kenthapadi Thanh T. L. Tran 51 33 0 20 Sep 2018
Issues Encountered Deploying Differential Privacy S. Garfinkel John M. Abowd Sarah Powazek 42 111 0 06 Sep 2018
Concentrated Differentially Private Gradient Descent with Adaptive per-Iteration Privacy Budget Jaewoo Lee Daniel Kifer 43 158 0 28 Aug 2018