Adversarial Patches

by Constant-Pattern Solutions

/
1.
2.
3.
4.
5.
Perspectival 04:06
6.
7.
8.
Pony 03:20
9.

about

Sketches for functional music.

Written and produced by Eric Frye.
Cover image by Dandelion Mané.
Design by Eric Frye.

"We present a method to create universal, robust, targeted adversarial image patches in the real world. The patches are universal because they can be used to attack any scene, robust because they work under a wide variety of transformations, and targeted because they can cause a classifier to output any target class. These adversarial patches can be printed, added to any scene, photographed, and presented to image classifiers; even when the patches are small, they cause the classifiers to ignore the other items in the scene and report a chosen target class."

To reproduce the results from the paper, the code is available here ::

github.com/tensorflow/cleverhans/tree/master/examples/adversarial_patch

credits

released September 10, 2018

license

all rights reserved

tags

about

Eric Frye Minneapolis, Minnesota

contact / help

Contact Eric Frye

Streaming and
Download help

Redeem code

Report this album or account

If you like Adversarial Patches, you may also like: