Previously, the following people were part of the editorial team of the Journal:

Editor-in-Chief

• Stephen E. Fienberg, Carnegie Mellon University (2009-2016)
• Cynthia Dwork (2017-2024)

Editors

• Chris J. Skinner, London School of Economics and Political Science, UK (2009-2017)
• Aleksandar Nikolov, University of Toronto (ex-oficio as TPDP conference co-chair, 2020)
• Michael Hay, Colgate University (ex-oficio as TPDP conference co-chair, 2020-2022)
• Gautam Kamath, University of Waterloo (ex-oficio as TPDP conference co-chair, 2021-2024)
• John M. Abowd, Cornell University, USA (2009-2024)
• Alan F. Karr, AFK Analytics, LLC, USA (2009-2024)
• Aleksandra Slavković, Penn State University, USA (2020-2024)

Managing Editors

• Kira Bokalders, Carnegie Mellon University, USA (2009-2017)

JPC Governing Board

From 2020 until 2024, the Journal had a Governing board that defined the strategic direction of the Journal. The Governing Board had the right to review decisions of the Editorial Board. With the creation of the Society for Privacy and Confidentiality Research, and SPCR's assumption of the role of publisher in July 2024, the Governing Board was abolished.

• Cynthia Dwork, Harvard University, USA (Editor-in-Chief, Chair of the GB) (2020-2024)
• John M. Abowd, Cornell University, USA (2020-2024)
• Kobbi Nissim, Georgetown University, USA (2020-2024)
• Alan F. Karr, AFK Analytics, LLC, USA (2020-2024)
• Lars Vilhuber, Cornell University, USA (2020-2024)

Editorial Advisory Board

The Editorial Advisory Board was active between 2009 and 2017.

• Margo J. Anderson, University of Wisconsin–Milwaukee, USA (2009-2017)
• Sallie Keller-McNulty, Rice University, USA (2009-2017)
• Denise Lievesley, King's College London, UK (2009-2017)
• Lars Lyberg, Statistics Sweden, Sweden (2009-2017)
• John C. Mitchell, Stanford University, USA (2009-2017)
• Moni Naor, Weizmann Institute of Science, Israel (2009-2017)
• Helen Nissenbaum, New York University, USA (2009-2017)
• Jody R. Westby, Global Cyber Risk LLC, USA (2009-2017)