Prochlo: Strong Privacy for Analytics in the Crowd

Prochlo: Strong Privacy for Analytics in the Crowd

2 October 2017

Ulfar Erlingsson

Petros Maniatis

Mitch Rudominer

Papers citing "Prochlo: Strong Privacy for Analytics in the Crowd"

17 / 17 papers shown

Title
Understanding Unintended Memorization in Federated Learning Om Thakkar Swaroop Indra Ramaswamy Rajiv Mathews Franccoise Beaufays FedML 64 47 0 12 Jun 2020
Oblivious Stash Shuffle Petros Maniatis Ilya Mironov Kunal Talwar 23 2 0 22 Sep 2017
Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12 Jun Tang Aleksandra Korolova Xiaolong Bai Xueqiang Wang Xiaofeng Wang 39 289 0 08 Sep 2017
On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches Martín Abadi Ulfar Erlingsson Ian Goodfellow H. B. McMahan Ilya Mironov Nicolas Papernot Kunal Talwar Li Zhang 39 47 0 26 Aug 2017
Towards Practical Differential Privacy for SQL Queries Noah M. Johnson Joseph P. Near D. Song 32 268 0 28 Jun 2017
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model Brendan Avent Aleksandra Korolova David Zeber Torgeir Hovden B. Livshits FedML 60 100 0 02 May 2017
Prio: Private, Robust, and Scalable Computation of Aggregate Statistics Henry Corrigan-Gibbs Dan Boneh 31 349 0 18 Mar 2017
Glimmers: Resolving the Privacy/Trust Quagmire David Lie Petros Maniatis 40 14 0 24 Feb 2017
Inferring Fine-grained Control Flow Inside SGX Enclaves with Branch Shadowing Sangho Lee Ming-Wei Shih Prasun Gera Taesoo Kim Hyesoon Kim Marcus Peinado 45 504 0 21 Nov 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 205 6,121 0 01 Jul 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Riposte: An Anonymous Messaging System Handling Millions of Users Henry Corrigan-Gibbs Dan Boneh David Mazières 60 260 0 20 Mar 2015
Building a RAPPOR with the Unknown: Privacy-Preserving Learning of Associations and Data Dictionaries Giulia Fanti Vasyl Pihur Ulfar Erlingsson 55 299 0 04 Mar 2015
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 96 1,992 0 25 Jul 2014
The Melbourne Shuffle: Improving Oblivious Storage in the Cloud O. Ohrimenko M. Goodrich R. Tamassia E. Upfal 154 73 0 22 Feb 2014
On Sampling, Anonymization, and Differential Privacy: Or, k-Anonymization Meets Differential Privacy Ninghui Li Wahbeh H. Qardaji D. Su 105 280 0 13 Jan 2011
Composition Attacks and Auxiliary Information in Data Privacy S. R. Ganta S. Kasiviswanathan Adam D. Smith 132 423 0 01 Mar 2008

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