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

feature: model in the loop adversarial attacks #35

Open
Maitreyapatel opened this issue Feb 26, 2023 · 0 comments
Open

feature: model in the loop adversarial attacks #35

Maitreyapatel opened this issue Feb 26, 2023 · 0 comments
Labels
enhancement New feature or request

Comments

@Maitreyapatel
Copy link
Owner

Is your feature request related to a problem? Please describe.
NA

Describe the solution you'd like
For reliability, it is essential to evaluate the models on various OOD sets or adversarial/manual attacks. There are some challenges associated with this:

  • Support device-specific computing for the model in the loop.
  • Each dataset requires its own data augmentation tricks.

Describe alternatives you've considered
It is easy to add manual attacks or data augmentation strategies. However, model-in-the-loop requires additional infra changes.

Additional context
NA

@Maitreyapatel Maitreyapatel added the enhancement New feature or request label Mar 12, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant