The Mathematics Behind Differential Privacy

Summary

You can buy me a coffee if you want to support the channel: buymeacoffee.com/secprivaca I explain In an era of unprecedented data collection, how do we analyze sensitive information without compromising individual Companies are collecting more and more data about us and that can cause harm. With How do we ensure we have valuable data while protecting individuals' Full episode with Michael Kearns (Nov 2019): youtube.com/watch?v=AzdxbzHtjgs New clips channel (Lex Clips): ... Okay birth relaxation is approximate LLMs often memorize what they see — even a single phone number or address can stick forever in their weights. Google's new ... This video provides a short introduction to Recorded 18 July 2022. Cynthia Dwork of Harvard University presents “ This video was made in collaboration with the US Census Bureau and fact-checked by Census Bureau scientists. Any opinions ... Seth Neel, Aaron Roth, Zhiwei Steven Wu. media.ccc.de/v/gpn23-289-a-short-introduction-to- CONFERENCE Recording during the thematic meeting : «Meeting in