Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2002.04049
Cited By
v1
v2 (latest)
Guidelines for Implementing and Auditing Differentially Private Systems
10 February 2020
Daniel Kifer
Solomon Messing
Aaron Roth
Abhradeep Thakurta
Qiang Yan
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Guidelines for Implementing and Auditing Differentially Private Systems"
20 / 20 papers shown
From Transparency to Accountability and Back: A Discussion of Access and Evidence in AI Auditing
Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2024
Sarah H. Cen
Rohan Alur
302
12
0
07 Oct 2024
Models Matter: Setting Accurate Privacy Expectations for Local and Central Differential Privacy
Proceedings on Privacy Enhancing Technologies (PoPETs), 2024
Mary Anne Smart
Priyanka Nanayakkara
Rachel Cummings
Gabriel Kaptchuk
Elissa M. Redmiles
200
4
0
16 Aug 2024
Evaluating Google's Protected Audience Protocol
Proceedings on Privacy Enhancing Technologies (PoPETs), 2024
Minjun Long
David Evans
281
2
0
13 May 2024
Differentially Private Fair Binary Classifications
Hrad Ghoukasian
S. Asoodeh
FaML
259
6
0
23 Feb 2024
Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Lea Demelius
Roman Kern
Andreas Trügler
SyDa
FedML
256
43
0
28 Sep 2023
Evaluating the Usability of Differential Privacy Tools with Data Practitioners
Ivoline C. Ngong
Brad Stenger
Joseph P. Near
Yuanyuan Feng
296
20
0
24 Sep 2023
The Complexity of Verifying Boolean Programs as Differentially Private
IEEE Computer Security Foundations Symposium (CSF), 2022
Mark Bun
Marco Gaboardi
Ludmila Glinskih
197
7
0
08 Sep 2023
Composition in Differential Privacy for General Granularity Notions (Long Version)
IEEE Computer Security Foundations Symposium (CSF), 2023
Patricia Guerra-Balboa
Àlex Miranda-Pascual
Javier Parra-Arnau
T. Strufe
277
2
0
28 Aug 2023
Random Number Generators and Seeding for Differential Privacy
N. Holohan
SyDa
148
4
0
07 Jul 2023
Seeding with Differentially Private Network Information
M. Rahimian
Fang-Yi Yu
Carlos Hurtado
284
6
0
26 May 2023
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry
Proceedings on Privacy Enhancing Technologies (PoPETs), 2022
Gonzalo Munilla Garrido
Xiaoyuan Liu
Florian Matthes
Basel Alomair
280
33
0
07 Nov 2022
Cactus Mechanisms: Optimal Differential Privacy Mechanisms in the Large-Composition Regime
International Symposium on Information Theory (ISIT), 2022
Wael Alghamdi
S. Asoodeh
Flavio du Pin Calmon
O. Kosut
Lalitha Sankar
Fei Wei
244
13
0
25 Jun 2022
Differentially-Private Sublinear-Time Clustering
International Symposium on Information Theory (ISIT), 2021
Jeremiah Blocki
Elena Grigorescu
Tamalika Mukherjee
160
6
0
27 Dec 2021
Privacy Budget Scheduling
USENIX Symposium on Operating Systems Design and Implementation (OSDI), 2021
Tao Luo
Mingen Pan
Pierre Tholoniat
Asaf Cidon
Roxana Geambasu
Mathias Lécuyer
243
34
0
29 Jun 2021
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification
Interspeech (Interspeech), 2021
Chao-Han Huck Yang
Sabato Marco Siniscalchi
Chin-Hui Lee
264
23
0
02 Apr 2021
High-Dimensional Differentially-Private EM Algorithm: Methods and Near-Optimal Statistical Guarantees
Zhe Zhang
Linjun Zhang
FedML
250
3
0
01 Apr 2021
DDUO: General-Purpose Dynamic Analysis for Differential Privacy
IEEE Computer Security Foundations Symposium (CSF), 2021
Chiké Abuah
Alex Silence
David Darais
Joseph P. Near
170
12
0
16 Mar 2021
Dopamine: Differentially Private Federated Learning on Medical Data
Mohammad Malekzadeh
Burak Hasircioglu
N. Mital
K. Katarya
M. E. Ozfatura
Deniz Gündüz
OOD
FedML
252
61
0
27 Jan 2021
The Limits of Differential Privacy (and its Misuse in Data Release and Machine Learning)
J. Domingo-Ferrer
David Sánchez
Alberto Blanco-Justicia
305
124
0
04 Nov 2020
Privacy-Preserving Bandits
Conference on Machine Learning and Systems (MLSys), 2019
Mohammad Malekzadeh
D. Athanasakis
Hamed Haddadi
B. Livshits
402
20
0
10 Sep 2019
1
Page 1 of 1
