tensorflow / tensorflow/privacy
the sensitivity of DP-SGD
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- Dominant language
- Python
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- 2k
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Description
I read the pepar and the code, I find the default cropping norm is 1 where sensitivity is 1 , and if I crop norm is not 1 ,how can I call use privacy analysis interface
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the privacy analysis interface and the issue's discussion of DP-SGD, sensitivity, and clipping norm. Clarify how the interface should be used when the cropping norm is not 1, then document the supported behavior and usage once the expected relationship is established.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning, security
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100