Local Differential Privacy: a tutorial

27 July 2019

Papers citing "Local Differential Privacy: a tutorial"

19 / 19 papers shown

Title
Aggregating Data for Optimal and Private Learning Sushant Agarwal Yukti Makhija Rishi Saket A. Raghuveer FedML 160 0 0 28 Nov 2024
On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models Deniz Daum Richard Osuala Anneliese Riess Georgios Kaissis Julia A. Schnabel Maxime Di Folco MedIm 69 2 0 23 Jul 2024
K-stars LDP: A Novel Framework for (p, q)-clique Enumeration under Local Differential Privacy Henan Sun Zhengyu Wu Ronghua Li Guoren Wang Zening Li 77 0 0 04 Mar 2024
Big Data Privacy in Emerging Market Fintech and Financial Services: A Research Agenda J. Blumenstock Nitin Kohli 47 5 0 08 Oct 2023
Evaluating the Impact of Local Differential Privacy on Utility Loss via Influence Functions Alycia N. Carey Minh-Hao Van Xintao Wu 46 1 0 15 Sep 2023
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications Yi Zhang Yuying Zhao Zhaoqing Li Xueqi Cheng Yu Wang Olivera Kotevska Philip S. Yu Hanyu Wang 109 13 0 31 Aug 2023
Summary Statistic Privacy in Data Sharing Zinan Lin Shuaiqi Wang Vyas Sekar Giulia Fanti 69 7 0 03 Mar 2023
On the Statistical Complexity of Estimation and Testing under Privacy Constraints Clément Lalanne Aurélien Garivier Rémi Gribonval 73 7 0 05 Oct 2022
DPAUC: Differentially Private AUC Computation in Federated Learning Jiankai Sun Xin Yang Yuanshun Yao Junyuan Xie Di Wu Chong-Jun Wang FedML 75 12 0 25 Aug 2022
Differentially Private AUC Computation in Vertical Federated Learning Jiankai Sun Xin Yang Yuanshun Yao Junyuan Xie Di Wu Chong-Jun Wang FedML 86 5 0 24 May 2022
Differential Privacy: What is all the noise about? Roxana Dánger Mercaderes 50 3 0 19 May 2022
A Comprehensive Review on Blockchains for Internet of Vehicles: Challenges and Directions Brian Hildebrand Mohamed Baza Tara Salman Fathi H. Amsaad Abdul Razaqu Abdullah Alourani 81 48 0 21 Mar 2022
Fair Sequential Selection Using Supervised Learning Models Mohammad Mahdi Khalili Xueru Zhang Mahed Abroshan FaML 60 20 0 26 Oct 2021
When Differential Privacy Meets Interpretability: A Case Study Rakshit Naidu Aman Priyanshu Aadith Kumar Sasikanth Kotti Haofan Wang Fatemehsadat Mireshghallah 76 9 0 24 Jun 2021
No-Regret Algorithms for Private Gaussian Process Bandit Optimization Abhimanyu Dubey 66 13 0 24 Feb 2021
On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections Linshan Jiang Rui Tan Xin Lou Guosheng Lin 54 12 0 11 Dec 2020
A Comprehensive Survey on Local Differential Privacy Toward Data Statistics and Analysis Teng Wang Xuefeng Zhang Xuefeng Zhang Xinyu Yang 90 88 0 11 Oct 2020
Local Differential Privacy and Its Applications: A Comprehensive Survey Mengmeng Yang Lingjuan Lyu Jun Zhao Tianqing Zhu Kwok-Yan Lam 89 146 0 09 Aug 2020
Benchmarking Differentially Private Residual Networks for Medical Imagery Sahib Singh Harshvardhan Digvijay Sikka Sasikanth Kotti Andrew Trask 48 7 0 27 May 2020