technology hard Fill in the Blank

The technique that adds calibrated noise to model gradients during training to provide privacy guarantees is called ________-SGD.

  1. Ethical / CEH
  2. Differential Privacy / DP
  3. e-Filing Portal
  4. Forum / Index

Answer: Differential Privacy / DP

DP-SGD adds noise to gradients during training, providing mathematical privacy guarantees. Critical for training ML models on sensitive data while preventing membership inference.

Topic AI/ML Security: Adversarial Defense
Exam Relevance Banking, UPSC, SSC
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