Differential Privacy Mechanisms Explained

Summary

You can buy me a coffee if you want to support the channel: buymeacoffee.com/secprivaca In this video I explain four ... 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): ... LLMs often memorize what they see — even a single phone number or address can stick forever in their weights. Google's new ... In an era of unprecedented data collection, how do we analyze sensitive information without compromising individual Readings and notes on the course website: gautamkamath.com/CS860-fa2020.html. media.ccc.de/v/gpn23-289-a-short-introduction-to- Today I'm very excited to start the day with a bit of privacy um when I asked Gotham to give this This seminar will look into the need for computational privacy, the basics of CSF 2021 Session 9: Machine Learning, Ilya Mironov (Meta) simons.berkeley.edu/talks/ilya-mironov-meta-2023-05-23 Information-Theoretic Methods for ...