Dr. Jack Fitzsimons (Oblivious AI) gives a high-level introduction to the technologies that can either exploit or protect your data privacy. If you'd like to survey the landscape of data privacy-preserving technologies (from someone who's building the tech) this is a good place to start!

#datascience #privacy #ai

 

0:00 - Coming up...

3:24 - Introduction

6:20 - Data privacy and privacy enhancing technologies  

13:00 - History of privacy enhancing technologies

19:54 - Differential privacy: Hiding the influence of a single data point

22:52 - Trading data utility for data privacy

38:32 - Tracking algorithms and how they decide user preferences

42:04 - Preserving privacy: Anonymizing data & VPNs

50:17 - Exploration vs Exploitation: Combining best of multiple domains to tackle problems

54:13 - Federated learning, input and output privacy of data

58:45 - Balancing data privacy vs data-driven personalization

1:05:50 - What should data scientists/statisticians debate?

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Data & Science with Glen Wright Colopy

Jack Fitzsimons | Data Security, Privacy, & Artificial Intelligence

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