This article from the Information Commissioner's Office is part of their ongoing Call for Input on developing their framework for auditing artificial intelligence. This article discusses some of the techniques organizations can use to comply with data minimization requirements when adopting AI systems.
Data minimization and privacy-preserving techniques in AI systems
CIPM, CIPP/A, CIPP/C, CIPP/E, CIPP/G, CIPP/US, CIPT
ICO guidance on data minimization
This guidance from the U.K. Information Commissioner's Office includes an overview of the data minimization principle, a checklist to ensure your organization is doing data minimization right and examples of proper practices....
ICO discusses data minimization, privacy-preserving tactics for AI
The U.K. Information Commissioner's Office has published a blog post to better inform the public on data minimization and privacy-preserving techniques related to artificial intelligence systems. The post from AI Research Fellow Reuben Binns and Technology Policy Adviser Valeria Gallo is part of the...
Op-ed: Computer science curriculums should focus on data minimization
In an op-ed for Forbes, Kalev Leetaru writes computer science curriculums should place more of an emphasis toward privacy over the collection of large amounts of data. While some courses touch upon ethics in artificial intelligence and privacy laws such as the EU General Data Protection Regulation, ...
How to apply the GDPR data minimization principle to online sales
Online services and online sales are some of the areas that have potentially the most to gain and the most to lose as a result of privacy concerns. It all very much depends on the core privacy principles being correctly implemented or not. It is important to keep in mind that many privacy laws and ...