Privacy-Preserving Distributed Deep Learning for Clinical Data

4 December 2018

Brett K. Beaulieu-Jones

Papers citing "Privacy-Preserving Distributed Deep Learning for Clinical Data"

23 / 23 papers shown

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends

Duy M. Nguyen

Hasan Md Tusfiqur Alam

387

07 Jan 2025

Privacy-Preserving Customer Churn Prediction Model in the Context of Telecommunication Industry

J. K. Sana

Mohammad Sohel Rahman

M. S. Rahman

256

03 Nov 2024

Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database

Stefan Bauer

183

20 Apr 2022

NanoBatch Privacy: Enabling fast Differentially Private learning on the IPU

213

24 Sep 2021

Handling Data Heterogeneity with Generative Replay in Collaborative Learning for Medical Imaging

329

24 Jun 2021

Ten Quick Tips for Deep Learning in Biology

Casey S. Greene

...

Benjamin J. Lengerich

Timothy J. Triche Jr

S. Boca

OOD

309

29 May 2021

Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?North American Chapter of the Association for Computational Linguistics (NAACL), 2021

290

146

15 Apr 2021

Investigating Membership Inference Attacks under Data Dependencies

787

23 Oct 2020

Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning

211

14 Oct 2020

Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings

235

13 Oct 2020

Precision Health Data: Requirements, Challenges and Existing Techniques for Data Security and Privacy

Chandra Thapa

S. Çamtepe

190

281

24 Aug 2020

Privacy-preserving Artificial Intelligence Techniques in Biomedicine

Reihaneh Torkzadehmahani

...

Harald H. H. W. Schmidt

350

22 Jul 2020

How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep LearningIEEE Transactions on Dependable and Secure Computing (TDSC), 2020

Jiangshan Yu

156

18 Jul 2020

SPEED: Secure, PrivatE, and Efficient Deep learning

261

16 Jun 2020

Revisiting Membership Inference Under Realistic Assumptions

Quanquan Gu

355

166

21 May 2020

Privacy in Deep Learning: A Survey

Fatemehsadat Mirshghallah

595

149

25 Apr 2020

A Federated Deep Learning Framework for Privacy Preservation and Communication EfficiencyJournal of systems architecture (JSA), 2020

232

22 Jan 2020

Secure and Robust Machine Learning for Healthcare: A SurveyIEEE Reviews in Biomedical Engineering (RBME), 2020

354

461

21 Jan 2020

Think Locally, Act Globally: Federated Learning with Local and Global Representations

Louis-Philippe Morency

FedML

726

712

06 Jan 2020

Federated and Differentially Private Learning for Electronic Health Records

210

13 Nov 2019

Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation

215

19 Jun 2019

Evaluating Differentially Private Machine Learning in Practice

Bargav Jayaraman

David Evans

415

24 Feb 2019

Differential Privacy Techniques for Cyber Physical Systems: A Survey

M. Hassan

M. H. Rehmani

Jinjun Chen

394

503

06 Dec 2018