Dawn Song: Adversarial Machine Learning and Computer Security | Lex Fridman Podcast #95
发布时间 2020-05-13 07:21:18 来源
摘要
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
Oasis Labs Twitter: https://twitter.com/OasisLabs
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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
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