#95 – Dawn Song: Adversarial Machine Learning and Computer Security
May 12, 2020
2 hr 13 min
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Episode 95 · May 12, 2020
#95 – Dawn Song: Adversarial Machine Learning and Computer Security
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#95 – Dawn Song: Adversarial Machine Learning and Computer Security
Summary
<p>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.</p>
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<p>EPISODE LINKS:<br />
Dawn’s Twitter: <a href="https://twitter.com/dawnsongtweets">https://twitter.com/dawnsongtweets</a><br />
Dawn’s Website: <a href="https://people.eecs.berkeley.edu/~dawnsong/">https://people.eecs.berkeley.edu/~dawnsong/</a><br />
Oasis Labs: <a href="https://www.oasislabs.com">https://www.oasislabs.com</a></p>
<p><span style="font-weight: 400;">This conversation is part of the Artificial Intelligence podcast.</span> 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>.</p>
<p>Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.</p>
<p>OUTLINE:<br />
00:00 – Introduction<br />
01:53 – Will software always have security vulnerabilities?<br />
09:06 – Human are the weakest link in security<br />
16:50 – Adversarial machine learning<br />
51:27 – Adversarial attacks on Tesla Autopilot and self-driving cars<br />
57:33 – Privacy attacks<br />
1:05:47 – Ownership of data<br />
1:22:13 – Blockchain and cryptocurrency<br />
1:32:13 – Program synthesis<br />
1:44:57 – A journey from physics to computer science<br />
1:56:03 – US and China<br />