GK Question

technology hard fill_blank

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

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