Analyzing the Differentially Private Theil-Sen Estimator for Simple Linear Regression
Fuente:
arXiv
Saved in:
| Main Authors: | Sarathy, Jayshree, Vadhan, Salil |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Framework for Differential Privacy Against Timing Attacks
by: Ratliff, Zachary, et al.
Published: (2024)
by: Ratliff, Zachary, et al.
Published: (2024)
Securing Unbounded Differential Privacy Against Timing Attacks
by: Ratliff, Zachary, et al.
Published: (2025)
by: Ratliff, Zachary, et al.
Published: (2025)
Differentially Private Release and Learning of Threshold Functions
by: Bun, Mark, et al.
Published: (2015)
by: Bun, Mark, et al.
Published: (2015)
Differentially Private Log-Location-Scale Regression Using Functional Mechanism
by: Sheng, Jiewen, et al.
Published: (2024)
by: Sheng, Jiewen, et al.
Published: (2024)
Centering Policy and Practice: Research Gaps around Usable Differential Privacy
by: Cummings, Rachel, et al.
Published: (2024)
by: Cummings, Rachel, et al.
Published: (2024)
Private and Collaborative Kaplan-Meier Estimators
by: Rahimian, Shadi, et al.
Published: (2023)
by: Rahimian, Shadi, et al.
Published: (2023)
Programming Frameworks for Differential Privacy
by: Gaboardi, Marco, et al.
Published: (2024)
by: Gaboardi, Marco, et al.
Published: (2024)
ATTAXONOMY: Unpacking Differential Privacy Guarantees Against Practical Adversaries
by: Cummings, Rachel, et al.
Published: (2024)
by: Cummings, Rachel, et al.
Published: (2024)
Privacy-Preserving Cohort Analytics for Personalized Health Platforms: A Differentially Private Framework with Stochastic Risk Modeling
by: Chakraborty, Richik, et al.
Published: (2026)
by: Chakraborty, Richik, et al.
Published: (2026)
Differentially Private Modeling of Disease Transmission within Human Contact Networks
by: Hod, Shlomi, et al.
Published: (2026)
by: Hod, Shlomi, et al.
Published: (2026)
Practitioners' Perspectives on a Differential Privacy Deployment Registry
by: Nanayakkara, Priyanka, et al.
Published: (2025)
by: Nanayakkara, Priyanka, et al.
Published: (2025)
Generalized and Unified Equivalences between Hardness and Pseudoentropy
by: Hu, Lunjia, et al.
Published: (2025)
by: Hu, Lunjia, et al.
Published: (2025)
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets
by: Nombo, Leila, et al.
Published: (2024)
by: Nombo, Leila, et al.
Published: (2024)
But Can You Use It? Design Recommendations for Differentially Private Interactive Systems
by: Panavas, Liudas, et al.
Published: (2024)
by: Panavas, Liudas, et al.
Published: (2024)
Characterizing the Distinguishability of Product Distributions through Multicalibration
by: Marcussen, Cassandra, et al.
Published: (2024)
by: Marcussen, Cassandra, et al.
Published: (2024)
Assessing Utility of Differential Privacy for RCTs
by: Webb, Kaitlyn R., et al.
Published: (2023)
by: Webb, Kaitlyn R., et al.
Published: (2023)
Membership Inference Attacks and Privacy in Topic Modeling
by: Manzonelli, Nico, et al.
Published: (2024)
by: Manzonelli, Nico, et al.
Published: (2024)
Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections
by: Bun, Mark, et al.
Published: (2023)
by: Bun, Mark, et al.
Published: (2023)
Best Linear Unbiased Estimate from Privatized Contingency Tables
by: Awan, Jordan, et al.
Published: (2024)
by: Awan, Jordan, et al.
Published: (2024)
Unifying computational entropies via Kullback-Leibler divergence
by: Agrawal, Rohit, et al.
Published: (2019)
by: Agrawal, Rohit, et al.
Published: (2019)
Eclipse Attack Detection on a Blockchain Network as a Non-Parametric Change Detection Problem
by: Gupta, Anurag, et al.
Published: (2024)
by: Gupta, Anurag, et al.
Published: (2024)
FPGA Digital Dice using Pseudo Random Number Generator
by: Hian, Michael Lim Kee, et al.
Published: (2024)
by: Hian, Michael Lim Kee, et al.
Published: (2024)
Combating Organized Platform Abuse: Amplifying Weak Risk Signals with Structural Information
by: He, Meng, et al.
Published: (2026)
by: He, Meng, et al.
Published: (2026)
A Public Dataset For the ZKsync Rollup
by: Silva, Maria Inês, et al.
Published: (2024)
by: Silva, Maria Inês, et al.
Published: (2024)
Exposed: Shedding Blacklight on Online Privacy
by: Shen, Lucas, et al.
Published: (2025)
by: Shen, Lucas, et al.
Published: (2025)
Formal Privacy Guarantees with Invariant Statistics
by: Cho, Young Hyun, et al.
Published: (2024)
by: Cho, Young Hyun, et al.
Published: (2024)
Privacy Violations in Election Results
by: Kuriwaki, Shiro, et al.
Published: (2023)
by: Kuriwaki, Shiro, et al.
Published: (2023)
Nested Dirichlet models for unsupervised attack pattern detection in honeypot data
by: Passino, Francesco Sanna, et al.
Published: (2023)
by: Passino, Francesco Sanna, et al.
Published: (2023)
Mean Estimation with User-Level Privacy for Spatio-Temporal IoT Datasets
by: Rameshwar, V. Arvind, et al.
Published: (2024)
by: Rameshwar, V. Arvind, et al.
Published: (2024)
Statistical Imaginaries, State Legitimacy: Grappling with the Arrangements Underpinning Quantification in the U.S. Census
by: Sarathy, Jayshree, et al.
Published: (2026)
by: Sarathy, Jayshree, et al.
Published: (2026)
Private Linear Regression with Differential Privacy and PAC Privacy
by: Yang, Hillary, et al.
Published: (2024)
by: Yang, Hillary, et al.
Published: (2024)
"I inherently just trust that it works": Investigating Mental Models of Open-Source Libraries for Differential Privacy
by: Song, Patrick, et al.
Published: (2024)
by: Song, Patrick, et al.
Published: (2024)
Differentially Private Sparse Linear Regression with Heavy-tailed Responses
by: Tian, Xizhi, et al.
Published: (2025)
by: Tian, Xizhi, et al.
Published: (2025)
SoK: Practical Aspects of Releasing Differentially Private Graphs
by: D'Silva, Nicholas, et al.
Published: (2026)
by: D'Silva, Nicholas, et al.
Published: (2026)
Beta-CoRM: A Bayesian Approach for $n$-gram Profiles Analysis
by: Perusquía, José A., et al.
Published: (2020)
by: Perusquía, José A., et al.
Published: (2020)
A Simulated Reconstruction and Reidentification Attack on the 2010 U.S. Census
by: Abowd, John M., et al.
Published: (2023)
by: Abowd, John M., et al.
Published: (2023)
SILENT: A New Lens on Statistics in Software Timing Side Channels
by: Dunsche, Martin, et al.
Published: (2025)
by: Dunsche, Martin, et al.
Published: (2025)
Dynamic Bayesian Networks, Elicitation and Data Embedding for Secure Environments
by: Drury, Kieran, et al.
Published: (2024)
by: Drury, Kieran, et al.
Published: (2024)
A robust statistical framework for cyber-vulnerability prioritisation under partial information in threat intelligence
by: Angelelli, Mario, et al.
Published: (2023)
by: Angelelli, Mario, et al.
Published: (2023)
Noisy Measurements Are Important, the Design of Census Products Is Much More Important
by: Abowd, John M.
Published: (2023)
by: Abowd, John M.
Published: (2023)
Similar Items
-
A Framework for Differential Privacy Against Timing Attacks
by: Ratliff, Zachary, et al.
Published: (2024) -
Securing Unbounded Differential Privacy Against Timing Attacks
by: Ratliff, Zachary, et al.
Published: (2025) -
Differentially Private Release and Learning of Threshold Functions
by: Bun, Mark, et al.
Published: (2015) -
Differentially Private Log-Location-Scale Regression Using Functional Mechanism
by: Sheng, Jiewen, et al.
Published: (2024) -
Centering Policy and Practice: Research Gaps around Usable Differential Privacy
by: Cummings, Rachel, et al.
Published: (2024)