Minority Reports Defense: Defending Against Adversarial Patches

no code implementations • 28 Apr 2020 • Michael McCoyd, Won Park, Steven Chen, Neil Shah, Ryan Roggenkemper, Minjune Hwang, Jason Xinyu Liu, David Wagner

We propose a defense against patch attacks based on partially occluding the image around each candidate patch location, so that a few occlusions each completely hide the patch.

Adversarial Attack General Classification +1

Spoofing 2D Face Detection: Machines See People Who Aren't There

no code implementations • 6 Aug 2016 • Michael McCoyd, David Wagner

Machine learning is increasingly used to make sense of the physical world yet may suffer from adversarial manipulation.

BIG-bench Machine Learning Face Detection