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#95 – Dawn Song: Adversarial Machine Learning and Computer Security

Lex Fridman Podcast

Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power. Lex is an AI researcher at MIT and beyond.

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.

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EPISODE LINKS:
Dawn's Twitter: https://twitter.com/dawnsongtweets
Dawn's Website: https://people.eecs.berkeley.edu/~dawnsong/
Oasis Labs: https://www.oasislabs.com

This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on Apple Podcasts, follow on Spotify, or support it on Patreon.

Here's the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.

OUTLINE:
00:00 - Introduction
01:53 - Will software always have security vulnerabilities?
09:06 - 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

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): <a href="https://apple.co/2sPrUHe">https://apple.co/2sPrUHe</a> 
– Cash App (Google Play): <a href="https://bit.ly/2MlvP5w">https://bit.ly/2MlvP5w</a>
EPISODE LINKS: 
Dawn’s Twitter: <a href="https://twitter.com/dawnsongtweets">https://twitter.com/dawnsongtweets</a> 
Dawn’s Website: <a href="https://people.eecs.berkeley.edu/~dawnsong/">https://people.eecs.berkeley.edu/~dawnsong/</a> 
Oasis Labs: <a href="https://www.oasislabs.com">https://www.oasislabs.com</a>
This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to <a href="https://lexfridman.com/ai">https://lexfridman.com/ai</a> or connect with @lexfridman on <a href="https://twitter.com/lexfridman">Twitter</a>, <a href="https://www.linkedin.com/in/lexfridman/">LinkedIn</a>, <a href="https://www.facebook.com/lexfridman">Facebook</a>, <a href="https://medium.com/@lexfridman">Medium</a>, or <a href="https://www.youtube.com/lexfridman">YouTube</a> where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on <a href="https://podcasts.apple.com/us/podcast/artificial-intelligence/id1434243584">Apple Podcasts</a>, follow on <a href="https://open.spotify.com/show/2MAi0BvDc6GTFvKFPXnkCL">Spotify</a>, or support it on <a href="https://www.patreon.com/lexfridman">Patreon</a>.
Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.
OUTLINE: 
00:00 – Introduction 
01:53 – Will software always have security vulnerabilities? 
09:06 – 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

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#95 – Dawn Song: Adversarial Machine Learning and Computer Security

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