Differential Privacy Has Disparate Impact on Model Accuracy

Eugene Bagdasaryan, Omid Poursaeed, Vitaly Shmatikov

Aug-20-2025, 10:51:10 GMT–Neural Information Processing Systems

The cost of differential privacy is a reduction in the model's accuracy.

accuracy, artificial intelligence, machine learning, (19 more...)

Neural Information Processing Systems

Aug-20-2025, 10:51:10 GMT

Conferences PDF

Country:
- North America > Canada (0.04)

Industry:
- Information Technology > Security & Privacy (0.88)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Neural Networks
      - Deep Learning (0.96)
    - Vision > Face Recognition (0.93)
  - Communications > Social Media (1.00)
  - Security & Privacy (0.88)
  - Sensing and Signal Processing > Image Processing (0.94)

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