#95 – Dawn Song: Adversarial Machine Learning and Computer Security
2020-05-12 · 133 min · 17 entities
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#95 – Dawn Song: Adversarial Machine Learning and Computer Security
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Feed author/publisher: Lex Fridman
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Link in episode "#95 – Dawn Song: Adversarial Machine Learning and Computer Security": https://people.eecs.berkeley.edu/~dawnsong
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Link in episode "#95 – Dawn Song: Adversarial Machine Learning and Computer Security": https://oasislabs.com/
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#95 – Dawn Song: Adversarial Machine Learning and Computer Security
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Link in episode "#95 – Dawn Song: Adversarial Machine Learning and Computer Security": https://people.eecs.berkeley.edu/~dawnsong
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Link in episode "#95 – Dawn Song: Adversarial Machine Learning and Computer Security": https://oasislabs.com/
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Link in episode "#95 – Dawn Song: Adversarial Machine Learning and Computer Security": https://people.eecs.berkeley.edu/~dawnsong
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Link in episode "#95 – Dawn Song: Adversarial Machine Learning and Computer Security": https://oasislabs.com/
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Feed author/publisher: Lex Fridman
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#95 – Dawn Song: Adversarial Machine Learning and Computer Security
Episode description as stored
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