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

Adding article on Auditing Read World DP-Synthetic data #39

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

Conversation

yashmaurya01
Copy link
Contributor

@yashmaurya01 yashmaurya01 commented Dec 28, 2024

Resource Addition

Category

Article

Description

This article examines privacy vulnerabilities in synthetic financial data generation, revealing how differential privacy techniques can sometimes fail to prevent the leakage of sensitive personal information like names, emails, and phone numbers and be vulnerable to linkage attacks. It shows why a layered privacy approach is required and the need for auditing a dataset before releasing.

Checklist

  • I have followed the contribution guidelines
  • The resource is freely accessible (or marked if paid)
  • I have added it to the appropriate category
  • The link is functional
  • The description is clear and concise

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