Differential Privacy

Results: 191



#Item
141Statistical theory / M-estimators / Statistical inference / Differential privacy / Distribution / Normal distribution / Exponential mechanism / Estimator / Robust statistics / Statistics / Estimation theory / Data privacy

Convergence Rates for Differentially Private Statistical Estimation Kamalika Chaudhuri University of California, San Diego, La Jolla, CA[removed]removed]

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2014-11-25 10:45:21
142Medical privacy / Internet privacy / Personally identifiable information / Privacy in Australian law / Information privacy / Privacy / Ethics / Differential privacy

Differential Privacy for Everyone Copyright © 2012 Microsoft Corporation. All rights reserved. This document is provided "as-is." Information and views expressed in this document, including URL and other Internet Web s

Add to Reading List

Source URL: download.microsoft.com

Language: English - Date: 2012-10-02 14:14:07
143Web 2.0 / World Wide Web / Gmail / Internet privacy / Webmail / Privacy / Behavioral targeting / Google Apps / Surveillance / Internet / Computing / Cross-platform software

XRay: Enhancing the Web’s Transparency with Differential Correlation Mathias L´ecuyer, Guillaume Ducoffe, Francis Lan, Andrei Papancea, Theofilos Petsios, Riley Spahn, Augustin Chaintreau, and Roxana Geambasu Columbia

Add to Reading List

Source URL: www.cs.columbia.edu

Language: English - Date: 2014-08-17 17:36:06
144Estimation theory / Econometrics / Loss function / Minimax / Normal distribution / Kullback–Leibler divergence / Differential privacy / Maximum likelihood / Statistics / Statistical theory / Decision theory

Local Privacy and Statistical Minimax Rates John C. Duchi† Michael I. Jordan†,∗ , and Martin J. Wainwright†,∗ Department of Electrical Engineering and Computer Science† and Department of Statistics∗ Univers

Add to Reading List

Source URL: www.cs.berkeley.edu

Language: English - Date: 2013-08-15 20:36:13
145Computing / Internet / Degree of anonymity / Ciphertext indistinguishability / Anonymity / Onion routing / Tor / Differential privacy / Adversary model / Internet privacy / Cryptography / Cryptographic software

(Nothing else) MATor(s): Monitoring the Anonymity of Tor’s Path Selection Michael Backes1,2 Aniket Kate1,3

Add to Reading List

Source URL: cryptome.org

Language: English - Date: 2014-08-14 06:53:59
146Data analysis / Differential privacy / Exponential mechanism / Statistical inference / Privacy / Resampling / Internet privacy / Data mining / Information privacy / Statistics / Data privacy / Probability and statistics

GUPT: Privacy Preserving Data Analysis Made Easy Prashanth Mohan UC Berkeley Abhradeep Thakurta∗

Add to Reading List

Source URL: www.cs.umd.edu

Language: English - Date: 2012-05-12 06:30:32
147Ethics / Differential privacy / Operations research / Stability / Mathematical optimization / Privacy / Randomized algorithm / Support vector machine / Function / Mathematics / Data privacy / Applied mathematics

Differentially Private Empirical Risk Minimization Kamalika Chaudhuri∗, Claire Monteleoni†, Anand D. Sarwate‡ June 1, 2010 Abstract Privacy-preserving machine learning algorithms are crucial for the increasingly co

Add to Reading List

Source URL: cseweb.ucsd.edu

Language: English - Date: 2011-01-01 02:41:47
148Ethics / Artificial intelligence / Learning / Statistical classification / Applied probability / Exponential mechanism / Differential privacy / Empirical risk minimization / VC dimension / Machine learning / Data privacy / Statistics

JMLR: Workshop and Conference Proceedings vol[removed]–32 24th Annual Conference on Learning Theory Sample Complexity Bounds for Differentially Private Learning

Add to Reading List

Source URL: cseweb.ucsd.edu

Language: English - Date: 2011-09-27 03:12:47
149Mathematical analysis / Statistics / Data privacy / Differential privacy / Fourier analysis / Normal distribution / Moment-generating function / Probability theory

Practical Privacy: The SuLQ Framework Avrim Blum∗ Cynthia Dwork† Frank McSherry‡

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2010-07-16 14:46:02
150Data analysis / Differential privacy / Exponential mechanism / Statistical inference / Privacy / Resampling / Internet privacy / Data mining / Information privacy / Statistics / Data privacy / Probability and statistics

GUPT: Privacy Preserving Data Analysis Made Easy Prashanth Mohan UC Berkeley Abhradeep Thakurta∗

Add to Reading List

Source URL: www.cs.berkeley.edu

Language: English - Date: 2012-03-16 01:55:36
UPDATE