#32 - How to fool a neural network. Understanding adversarial attacks.
An episode of the Life with AI podcast, hosted by Filipe Lauar, titled "#32 - How to fool a neural network. Understanding adversarial attacks." was published on January 6, 2022 and runs 19 minutes.
January 6, 2022 ·19m · Life with AI
Summary
Hey guys, in this episode I talk about the how to attack a neural network and also how to defend your network against these attacks. In the episode I give the example of attacking autonomous vehicles, how people manage to create images that make this vehicle think that a person is a tree or a car, for instance, explaining also the methods that do it. I also talk about how to defend your network from these attacks using different techniques of adversarial defenses. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai Code: https://github.com/filipelauar/projects/blob/main/adversarial_attacks_pytorch.ipynb
Episode Description
Hey guys, in this episode I talk about the how to attack a neural network and also how to defend your network against these attacks. In the episode I give the example of attacking autonomous vehicles, how people manage to create images that make this vehicle think that a person is a tree or a car, for instance, explaining also the methods that do it. I also talk about how to defend your network from these attacks using different techniques of adversarial defenses.
Instagram: https://www.instagram.com/podcast.lifewithai/
Linkedin: https://www.linkedin.com/company/life-with-ai
Code: https://github.com/filipelauar/projects/blob/main/adversarial_attacks_pytorch.ipynb
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