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Privacy and Differential Privacy

PathologyFL includes privacy-aware training support.

Topics:

  • Opacus integration
  • DP-SGD
  • privacy accounting
  • epsilon tracking
  • budget monitoring

Privacy mechanisms require empirical evaluation and configuration review before deployment.

Research documentation. Not clinical validation or regulatory clearance.