Live from Black Hat: Practical Defenses Against Adversarial Machine Learning with Ariel Herbert-Voss
Adversarial machine learning (ML) is a hot new topic that I now understand much better thanks to this talk at Black Hat USA 2020. Ariel Herbert-Voss, Senior Research Scientist at OpenAI, walked us through the current attack landscape. Her talk clearly outlined how current attacks work and how you can mitigate against them. She skipped right over some of the more theoretical approaches that don’t really work in real life and went straight to real-life examples.