8000 Double-charging privacy in DC-GAN example · Issue #418 · pytorch/opacus · GitHub
[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to content

Double-charging privacy in DC-GAN example #418

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.

Sign up for GitHub

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

Jump to bottom
Open
ffuuugor opened this issue Apr 25, 2022 · 2 comments
Open

Double-charging privacy in DC-GAN example #418

ffuuugor opened this issue Apr 25, 2022 · 2 comments
Labels
good first issue Good for newcomers

Comments

@ffuuugor
Copy link
Contributor

tl;dr: dcgan.py example adds noise to the fake data gradients, which it doesn't need to.
We should change the training pipeline (because it's more correct) and measure the impact (because we're curious).

See more details and solution proposals on the PyTorch forum thread
@karthikprasad karthikprasad added the good first issue Good for newcomers label May 18, 2022
Koukyosyumei added a commit to Koukyosyumei/opacus that referenced this issue Sep 3, 2022
@Koukyosyumei
add a patch for pytorch#418 that solves the redundant privacy chargin…
0d10e29 
…g in DCGAN example
@Koukyosyumei Koukyosyumei mentioned this issue Sep 3, 2022
Open
3 tasks
@Koukyosyumei
Copy link
Koukyosyumei commented Sep 6, 2022 •
edited
Loading

@ffuuugor

Hi! I'm Hideaki, an undergrad student at the University of Tokyo and a research intern at Tsinghua University on privacy-preserving machine learning. I am currently working on this issue. I've made a PR but need approval from the maintainer to run the workflow. How should I proceed?

@romovpa
Copy link
Contributor
romovpa commented Sep 6, 2022

@Koukyosyumei Thank you for contributing!
We will review it soon. Let's discuss in your PR, I've left a comment.

sisird864 added a commit to sisird864/opacus that referenced this issue Jun 8, 2025
@sisird864
docs: note DC-GAN combined backward fix (closes pytorch#418)
9868dc6
@sisird864 sisird864 mentioned this issue Jun 8, 2025
Open
7 tasks
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
good first issue Good for newcomers
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
4 participants
@romovpa 2F66 @karthikprasad @ffuuugor @Koukyosyumei
0