Privacy Auditing with One (1) Training Run Thomas Steinke Matthew Jagielski

Feb-11-2025, 06:08:53 GMT–Neural Information Processing Systems

Differential privacy (DP) [DMNS06] provides a quantifiable privacy guarantee by ensuring that no person's data significantly affects the probability of any outcome.

artificial intelligence, differential privacy, machine learning, (17 more...)

Neural Information Processing Systems

Feb-11-2025, 06:08:53 GMT

Conferences PDF

Country:
- Asia > Middle East (0.28)

Genre:
- Research Report > New Finding (0.68)

Industry:
- Information Technology > Security & Privacy (1.00)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Performance Analysis > Accuracy (0.46)
      - Statistical Learning (0.67)
    - Representation & Reasoning (0.68)
  - Security & Privacy (1.00)

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