Literature DB >> 24737929

Signal Processing and Machine Learning with Differential Privacy: Algorithms and challenges for continuous data.

Anand D Sarwate1, Kamalika Chaudhuri2.   

Abstract

Entities:  

Year:  2013        PMID: 24737929      PMCID: PMC3984544          DOI: 10.1109/MSP.2013.2259911

Source DB:  PubMed          Journal:  IEEE Signal Process Mag        ISSN: 1053-5888            Impact factor:   12.551


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  2 in total

1.  Differentially Private Empirical Risk Minimization.

Authors:  Kamalika Chaudhuri; Claire Monteleoni; Anand D Sarwate
Journal:  J Mach Learn Res       Date:  2011-03       Impact factor: 3.654

2.  Convergence Rates for Differentially Private Statistical Estimation.

Authors:  Kamalika Chaudhuri; Daniel Hsu
Journal:  Proc Int Conf Mach Learn       Date:  2012-07
  2 in total
  6 in total

1.  Sharing Practices for Datasets Related to Accessibility and Aging.

Authors:  Rie Kamikubo; Utkarsh Dwivedi; Hernisa Kacorri
Journal:  ASSETS       Date:  2021

2.  Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization.

Authors:  Hafiz Imtiaz; Anand D Sarwate
Journal:  IEEE J Sel Top Signal Process       Date:  2018-10-25       Impact factor: 6.856

3.  Confidential machine learning on untrusted platforms: a survey.

Authors:  Sharma Sagar; Chen Keke
Journal:  Cybersecur (Singap)       Date:  2021-09-01

4.  Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data.

Authors:  Kai Packhäuser; Sebastian Gündel; Nicolas Münster; Christopher Syben; Vincent Christlein; Andreas Maier
Journal:  Sci Rep       Date:  2022-09-01       Impact factor: 4.996

5.  Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation.

Authors:  Anand D Sarwate; Sergey M Plis; Jessica A Turner; Mohammad R Arbabshirani; Vince D Calhoun
Journal:  Front Neuroinform       Date:  2014-04-07       Impact factor: 4.081

6.  COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data.

Authors:  Sergey M Plis; Anand D Sarwate; Dylan Wood; Christopher Dieringer; Drew Landis; Cory Reed; Sandeep R Panta; Jessica A Turner; Jody M Shoemaker; Kim W Carter; Paul Thompson; Kent Hutchison; Vince D Calhoun
Journal:  Front Neurosci       Date:  2016-08-19       Impact factor: 4.677

  6 in total

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