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Byzantine Robustness

PathologyFL includes robustness checks against malformed or adversarial client updates.

Current testing includes:

  • byzantine detection smoke tests
  • client dropout simulation
  • aggregation validation

Robustness experiments validate execution but not adversarial guarantees.

Research documentation. Not clinical validation or regulatory clearance.