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papers in adversarial machine learning — adversarial machine learning

Adversarial patch attacks on self-driving cars

Posted by Dillon Niederhut on

Self-driving cars rely on vision for safety-critical information like traffic rules, which makes them susceptible to adversarial machine learning attacks. Some carefully placed stickers on a stop sign can make it invisible to autonomous vehicles; or, an adversarial t-shirt can make a person look like a stop sign.

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Faceoff : using stickers to fool Face ID

Posted by Dillon Niederhut on

What if breaking into an office was as easy as wearing a special pair of glasses, or putting a sticker on your forehead? It can be, if you make the right adversarial patch. Learn how to use adversarial machine learning to hide from face recognition systems, or convince them that you are someone else.

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