Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Update spsa.py #1181

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Update spsa.py #1181

wants to merge 1 commit into from

Conversation

rsandler00
Copy link

Currently, although SPSA attack theoretically works with both differentiable and non-differentiable classifiers, its use with the latter is limited since it expects a TF tensor output. Thus it cannot be tested w/ non-TF classifiers (e.g. random forests, scipy, etc...) which output Numpy arrays instead of TF tensors. This is because line 49 uses logits.get_shape().

To fix this, I propose to sub logits.get_shape to logits.shape since this would generalize to both Numpy arrays and TF tensors.

changes get_shape() to shape to generalize SPSA attack to both TF and Numpy classifiers
@google-cla
Copy link

google-cla bot commented Oct 12, 2020

Thanks for your pull request. It looks like this may be your first contribution to a Google open source project (if not, look below for help). Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).

📝 Please visit https://cla.developers.google.com/ to sign.

Once you've signed (or fixed any issues), please reply here with @googlebot I signed it! and we'll verify it.


What to do if you already signed the CLA

Individual signers
Corporate signers

ℹ️ Googlers: Go here for more info.

@rsandler00
Copy link
Author

@googlebot I signed it!

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

1 participant