2016 Nov 22

OWASP OC - Pwning machine Learning (ML) for Fun and Profit

by Davi Ottenheimer

• https://twitter.com/daviottenheimer
• http://www.flyingpenguin.com/

• reconstruct data eg. from the Doctor name determine the zipcode
• ways to break machine learning by polluting
• poor algorithms in machine learning eg. self-driving algorithms
• to fix ML safety we need to break ML more so we can improve it.
• Cognitive Bias
• companies using machine learning to judge users
• BlueToad and BlueJay monitor bluetooth devices with their MAC Addresses
• be careful which company you try to give feedback

philosophers

• John Locke
• Rene Descartes

books

• Weapons Math Destruction

Upcoming training

• App Sec California