Estimation Efficiency Under Privacy Constraints

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Estimation Efficiency Under Privacy Constraints

8 July 2017

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Papers citing "Estimation Efficiency Under Privacy Constraints"

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Title
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information Kiwan Maeng Chuan Guo Sanjay Kariyappa G. E. Suh 75 8 0 06 May 2023
Summary Statistic Privacy in Data Sharing Zinan Lin Shuaiqi Wang Vyas Sekar Giulia Fanti 76 7 0 03 Mar 2023
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility Behrooz Razeghi Flavio du Pin Calmon Deniz Gunduz Svyatoslav Voloshynovskiy 58 16 0 11 Jul 2022
No Free Lunch Theorem for Security and Utility in Federated Learning Xiaojin Zhang Hanlin Gu Lixin Fan Kai Chen Qiang Yang FedML 95 66 0 11 Mar 2022
Answering Count Queries for Genomic Data with Perfect Privacy Bo Jiang Mohamed Seif Ravi Tandon Ming Li 36 3 0 03 Feb 2022
On Perfect Obfuscation: Local Information Geometry Analysis Behrooz Razeghi Flavio du Pin Calmon Deniz Gunduz Svyatoslav Voloshynovskiy 58 14 0 09 Sep 2020
On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views Milad Sefidgaran Iñaki Estella Aguerri S. Shamai 58 90 0 31 Jan 2020
Obfuscation via Information Density Estimation Hsiang Hsu S. Asoodeh Flavio du Pin Calmon 60 12 0 17 Oct 2019
Generating Fair Universal Representations using Adversarial Models Peter Kairouz Jiachun Liao Chong Huang Maunil R. Vyas Monica Welfert Lalitha Sankar 64 17 0 27 Sep 2019
Context-Aware Generative Adversarial Privacy Chong Huang Peter Kairouz Xiao Chen Lalitha Sankar Ram Rajagopal 107 159 0 26 Oct 2017
Privacy-Aware Guessing Efficiency S. Asoodeh Mario Díaz F. Alajaji Tamás Linder 59 21 0 12 Apr 2017