Terminologies

• k-anonymity
• Differential privacy

Differential privacy

Books & Papers & Posts

• Programming Differential Privacy
• Designing Access with Differential Privacy
• Differential Privacy: The Pursuit of Protections by Default
• Differential Privacy in the Wild
• A friendly, non-technical introduction to differential privacy
• Readings in Differential Privacy
• Differential privacy trends

Tools

• google differential privacy implementation
• OpenDP
• Tumult
  • code

Privacy Attacks

• precision based attacks

Conferences

• Theory and Practice of Differential Privacy (TPDP)

Privacy budget

• Google’s Privacy Budget Proposal
  • https://developer.chrome.com/docs/privacy-sandbox/privacy-budget/
  • https://blog.mozilla.org/en/mozilla/google-privacy-budget-analysis/

    Even if individual values are not particularly unique, the combination of values can be unique

Secure Join of Identity data

• UID 2.0
• RDID

Other References

• Google Ads Data Hub privacy checks
  • Aggregation requirements
  • Difference checks