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Dawn Song: Adversarial Machine Learning and Computer Security | Lex Fridman Podcast #95

Dawn Song is a professor of computer science at UC Berkeley with research interests in security, most recently with a focus on the intersection between computer security and machine learning. Support this podcast by signing up with these sponsors: - Cash App - use code "LexPodcast" and download: - Cash App (App Store): https://apple.co/2sPrUHe - Cash App (Google Play): https://bit.ly/2MlvP5w EPISODE LINKS: Dawn's Twitter: https://twitter.com/dawnsongtweets Dawn's Website: https://people.eecs.berkeley.edu/~dawnsong/ Oasis Labs: https://www.oasislabs.com Oasis Labs Twitter: https://twitter.com/OasisLabs PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ Full episodes playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4 Clips playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41 OUTLINE: 0:00 - Introduction 1:53 - Will software always have security vulnerabilities? 9:06 - Human are the weakest link in security 16:50 - Adversarial machine learning 51:27 - Adversarial attacks on Tesla Autopilot and self-driving cars 57:33 - Privacy attacks 1:05:47 - Ownership of data 1:22:13 - Blockchain and cryptocurrency 1:32:13 - Program synthesis 1:44:57 - A journey from physics to computer science 1:56:03 - US and China 1:58:19 - Transformative moment 2:00:02 - Meaning of life CONNECT: - Subscribe to this YouTube channel - Twitter: https://twitter.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/LexFridmanPage - Instagram: https://www.instagram.com/lexfridman - Medium: https://medium.com/@lexfridman - Support on Patreon: https://www.patreon.com/lexfridman

Lex FridmanhostDawn Songguest
May 12, 20202h 12mWatch on YouTube ↗

CHAPTERS

  1. 0:00 – 1:53

    Introduction

  2. 1:53 – 9:06

    Will software always have security vulnerabilities?

  3. 9:06 – 16:50

    Human are the weakest link in security

  4. 16:50 – 51:27

    Adversarial machine learning

  5. 51:27 – 57:33

    Adversarial attacks on Tesla Autopilot and self-driving cars

  6. 57:33 – 1:05:47

    Privacy attacks

  7. 1:05:47 – 1:22:13

    Ownership of data

  8. 1:22:13 – 1:32:13

    Blockchain and cryptocurrency

  9. 1:32:13 – 1:44:57

    Program synthesis

  10. 1:44:57 – 1:56:03

    A journey from physics to computer science

  11. 1:56:03 – 1:58:19

    US and China

  12. 1:58:19 – 2:00:02

    Transformative moment

  13. 2:00:02 – 2:12:36

    Meaning of life

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