Privacy

Privacy practices in Responsible AI involve the consideration of potential implications in using sensitive data (see Privacy section of Google Responsible AI Practices). This includes not only respecting legal and regulatory requirements, but also considering social norms and typical individual expectations. For example, what safeguards need to be put in place to ensure the privacy of individuals, considering that ML models may remember or reveal aspects of the data that they have been exposed to? What steps are needed to ensure users have adequate transparency and control of their data?

Learn more about ML privacy through PAIR Explorables' interactive walkthroughs: