Privacy-preserving ML and AI

Privacy-preserving AI is an approach in modern data analytics, ML, and AI to protect sensitive information while valuable insights from data are extracted. It incorporates various techniques to safeguard individual privacy and is an essential part of meeting privacy legal compliance, such as the GDPR, while protecting sensitive information in sectors such as healthcare, finance, and social media.

The GDPR is a regulation in EU and UK law that protects individuals’ data and privacy and is considered the gold standard in privacy legislation.

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You can learn more about the GDPR in the guidance of the Information Commissioner’s Office (ICO), the UK’s GDPR regulator. This can be found at https://ico.org.uk/for-organisations/uk-gdpr-guidance-and-resources/. Other countries have similar legislation, and the EU recognizes the adequacy in the legislation of Andorra, Argentina, Canada (commercial organizations), Faroe Islands, Guernsey...