Articles on privacy and confidentiality, with additional articles stemming from a 2022 workshop on Noisy Measurement held at Rutgers University.

Executive Editors: Lars Vilhuber and Rachel Cummings

Guest Editors (NMW 2022 content): Jörg Drechsler, Ruobin Gong, Weijie Su, Linjun Zhang

Regular issue, includes additional articles based on presentations at TPDP 2022 - Theory and Practice of Differential Privacy.

Executive Editors: Lars Vilhuber and Rachel Cummings

Guest Editors (TPDP 2022 content): Audra McMillan and Gautam Kamath

Regular issue, includes additional articles based on presentations at TPDP 2022 - Theory and Practice of Differential Privacy.

Executive Editors: Lars Vilhuber and Rachel Cummings

Guest Editors (TPDP 2022 content): Audra McMillan and Gautam Kamath

Executive Editors: Lars Vilhuber and Rachel Cummings

Special Issue Editors: Joy Jang, Ian M Schmutte, John M Abowd, Danny Goroff

In 2022, the National Addiction and HIV Data Archive Program (NAHDAP) at ICPSR organized a virtual 2-day workshop to foster discussion among organizations engaged in providing access to confidential data and establishing best practices around secure management of confidential data. Organizations managing confidential data utilize differing standards and approaches to mitigate disclosure risks and have a stake in these discussions as the modal means of accessing data are decentralized across many organizations. The workshop brought together organizations working in this space from all around the world to share approaches to addressing common challenges encountered, and improving models of access. The articles in this special issue are reflect those discussions.

Regular issue, includes additional articles based on presentations at TPDP 2021 - Theory and Practice of Differential Privacy.

Executive Editors: Lars Vilhuber and Rachel Cummings

Guest Editors (TPDP 2021 content): Gautam Kamath and Rachel Cummings

Regular issue, includes additional articles based on presentations at TPDP 2021 - Theory and Practice of Differential Privacy.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2021 content): Gautam Kamath and Rachel Cummings

Regular issue, including an article based on a presentation at TPDP 2020 - Theory and Practice of Differential Privacy.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2020 content): Rachel Cummings

Regular issue, includes additional articles based on presentations at TPDP 2020 - Theory and Practice of Differential Privacy.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2020 content): Rachel Cummings

Regular issue, includes additional articles based on presentations at TPDP 2020 - Theory and Practice of Differential Privacy.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2020 content): Rachel Cummings

Regular issue, includes additional articles based on presentations at TPDP 2019 - Theory and Practice of Differential Privacy. Introduces new sections: Perspectives and Privacy Challenges.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2019 content): Michael Hay

Regular issue, includes additional articles based on presentations at TPDP 2018 - Theory and Practice of Differential Privacy.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2018 content):  Aleksandar Nikolov

A special issue based on presentations at TPDP 2018 - Theory and Practice of Differential Privacy - held in Toronto, ON, Canada. Guest edited by Aleksandar Nikolov.

Editor:  Aleksandar Nikolov
Managing Editor: Lars Vilhuber

Articles on differential privacy, including the special issue based on presentations at TPDP 2017 - Theory and Practice of Differential Privacy - held in Dallas, TX, USA. Latter section was guest edited by Jonathan Ullman.

Editors:  Jonathan Ullman and Lars Vilhuber
Managing Editor: Lars Vilhuber

A special issue based on the TPDP 2016 workshop in New York NY, USA, guest edited by Marco Gaboardi.

Editors: Lars Vilhuber and Aleksandra Slavković
Managing Editor: Lars Vilhuber

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol7/iss3/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

Editor: Stephen E. Fienberg
Managing Editor: Kira Bokalders

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol7/iss2/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol7/iss1/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol6/iss2/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol6/iss1/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol5/iss2/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol5/iss1/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol4/iss2/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol4/iss1/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.

This issue was first published at Research Showcase @ CMU (http://repository.cmu.edu/jpc/vol3/iss2/). Research Showcase @ CMU is Carnegie Mellon University’s institutional repository.