The Promise and Pitfalls of Synthetic Data

Focus: Methods or Design

Source: University Affairs

Readability: Intermediate

Type: Website Article

Open Source: No

External URL: https://www.universityaffairs.ca/news/news-article/the-promise-and-pitfalls-of-synthetic-data/

Keywords: N/A

Learn Tags: Data Collection/Data Set AI and Machine Learning Design/Methods Small Data

Summary: Synthetic datasets, which mimic important properties of real data but don't replicate it, could help ease privacy concerns. These data sets make it harder to re-identify someone by triangulating different pieces of anonymous information, such as their job or health status. Learn more about synthetic datasets in this article.