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Working Group

Data Security

Data security is the process of protecting digital information from unauthorized access, corruption, or theft throughout its entire lifecycle.
Data Security Working Group Charter 2023
Data Security Working Group Charter 2023

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Data security is the process of protecting digital information from unauthorized access, corruption, or theft throughout its entire lifecycle. It’s a concept that encompasses every aspect of information security from the physical security of hardware and storage devices, administrative and access controls, logical security of software applications, and organizational policies and procedures. When properly implemented, data security strategies will protect an organization’s information assets against cyberattacks, as well as guard against insider threats and human error, which remains among the leading causes of data breaches.

Current projects:
Publications in ReviewOpen Until
Comparing FHE and Other PETsApr 17, 2026
MLOps Threat ModelApr 17, 2026
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Who can join?

Anyone can join a working group, whether you have years of experience or want to just participate as a fly on the wall.

What is the time commitment?

The time commitment for this group varies depending on the project. You can spend a 15 minutes helping review a publication that's nearly finished or help author a publication from start to finish.

Open Peer Reviews

Peer reviews allow security professionals from around the world to provide feedback on CSA research before it is published.

Learn how to participate in a peer review here.

Comparing FHE and Other PETs

Open Until: 04/17/2026

Privacy-enhancing technologies offer a broad spectrum of solutions for challenges related to data confidentiality. However,...

MLOps Threat Model

Open Until: 04/17/2026

This paper sets the foundation for how we can apply the threat modelling practice of DevSecOps to MLOps.Please revi...