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Information Extraction Under Privacy Constraints

7 November 2015

Papers citing "Information Extraction Under Privacy Constraints"

25 / 25 papers shown

Title
Lower Bounds on the MMSE of Adversarially Inferring Sensitive Features Monica Welfert Nathan Stromberg Mario Díaz Lalitha Sankar AAML 75 0 0 13 May 2025
Information Density Bounds for Privacy Sara Saeidian Leonhard Grosse Parastoo Sadeghi Mikael Skoglund T. Oechtering 60 1 0 01 Jul 2024
Maximal $α$ -Leakage for Quantum Privacy Mechanisms Bo-Yu Yang Hsuan Yu Hao-Chung Cheng 52 0 0 21 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 126 2 0 05 Mar 2024
Quantifying Privacy via Information Density Leonhard Grosse Sara Saeidian Parastoo Sadeghi T. Oechtering Mikael Skoglund 29 5 0 20 Feb 2024
Doeblin Coefficients and Related Measures A. Makur Japneet Singh 53 2 0 15 Sep 2023
Summary Statistic Privacy in Data Sharing Zinan Lin Shuaiqi Wang Vyas Sekar Giulia Fanti 69 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
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures A. Gronowski William Paul F. Alajaji Bahman Gharesifard Philippe Burlina FaML 68 3 0 20 Jun 2022
Robust Optimization for Local Differential Privacy J. Goseling Milan Lopuhaä-Zwakenberg 53 3 0 10 May 2022
Lossy Compression of Noisy Data for Private and Data-Efficient Learning Berivan Isik Tsachy Weissman 64 3 0 07 Feb 2022
The Privacy-Utility Tradeoff of Robust Local Differential Privacy Milan Lopuhaä-Zwakenberg J. Goseling 61 4 0 22 Jan 2021
Bottleneck Problems: Information and Estimation-Theoretic View S. Asoodeh Flavio du Pin Calmon 37 18 0 12 Nov 2020
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
Maximal Information Leakage based Privacy Preserving Data Disclosure Mechanisms Tianrui Xiao Ashish Khisti 29 5 0 01 Apr 2019
The Utility Cost of Robust Privacy Guarantees Hao Wang Mario Díaz Flavio du Pin Calmon Lalitha Sankar 46 17 0 18 Jan 2018
Context-Aware Generative Adversarial Privacy Chong Huang Peter Kairouz Xiao Chen Lalitha Sankar Ram Rajagopal 107 159 0 26 Oct 2017
Privacy with Estimation Guarantees Haobo Wang Lisa Vo Flavio du Pin Calmon Muriel Médard K. Duffy Mayank Varia 132 46 0 02 Oct 2017
Estimation Efficiency Under Privacy Constraints S. Asoodeh Mario Díaz F. Alajaji Tamás Linder 90 85 0 08 Jul 2017
Privacy-Aware Guessing Efficiency S. Asoodeh Mario Díaz F. Alajaji Tamás Linder 51 21 0 12 Apr 2017
Generalized Common Informations: Measuring Commonness by the Conditional Maximal Correlation Lei Yu Houqiang Li C. Chen 18 16 0 28 Oct 2016
Almost Perfect Privacy for Additive Gaussian Privacy Filters S. Asoodeh F. Alajaji Tamás Linder PICV 19 1 0 13 Aug 2016
Privacy-Aware MMSE Estimation S. Asoodeh F. Alajaji Tamás Linder 56 42 0 27 Jan 2016
Linear Bounds between Contraction Coefficients for $f$ -Divergences A. Makur Lizhong Zheng 93 13 0 07 Oct 2015