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Lex Fridman Podcast

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

Lex Fridman Podcast

Lex Fridman

Philosophy, Society & Culture, Science, Technology

4.713K Ratings

🗓️ 12 May 2020

⏱️ 133 minutes

🧾️ Download transcript

Summary

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 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,

Transcript

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0:00.0

The following is a conversation with Don Song, a professor of computer science at UC Berkeley

0:05.4

with research interests and computer security, most recently with a focus on the intersection

0:10.8

between security and machine learning. This conversation was recorded before the outbreak of the

0:16.0

pandemic for everyone feeling the medical, psychological, and financial burden of this crisis.

0:21.3

I'm sending love your way. Stay strong, we're in this together. We'll beat this thing.

0:27.2

This is the Artificial Intelligence Podcast. If you enjoy it, subscribe by YouTube,

0:31.6

review it with five stars on Apple Podcasts, support it on Patreon, or simply connect with me on

0:36.6

Twitter. Alex Friedman spelled F-R-I-D-M-A-N. As usual, I'll do a few minutes of ads now

0:43.6

and never in the ads in the middle that can break the flow of the conversation.

0:47.6

I hope that works for you. It doesn't hurt the listening experience.

0:51.6

This show is presented by Cash App, the number one finance app in the App Store.

0:55.6

When you get it, use Co-Lux Podcast. Cash App lets you send money to friends by Bitcoin

1:01.4

and invest in the stock market with as little as $1. Since Cash App does fractional share trading,

1:07.2

let me mention that the order execution algorithm that works behind the scenes to create the

1:12.1

abstraction of fractional orders is an algorithmic marvel. So big props to the Cash App engineers

1:18.0

for solving a hard problem that in the end provides an easy interface that takes a step up to the

1:23.6

next layer of abstraction over the stock market, making trading more accessible for new investors

1:29.2

and diversification much easier. So again, if you get Cash App from the App Store Google Play

1:35.2

and use the Co-Lux Podcast, you get $10 and Cash App will also donate $10 to first.

1:41.8

An organization that is helping to advance robotics and STEM education for young people around the

1:47.2

world. And now, here's my conversation with Dawn Song.

1:54.2

Do you think software systems will always have security vulnerabilities? Let's start at the broad,

...

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