GK Question

technology medium true_false

Model inversion attacks reconstruct training data from model outputs, posing privacy risks.

  1. True
  2. False

Answer: True

Model inversion exploits model predictions to infer sensitive training data attributes. Mitigation: differential privacy, output perturbation, access controls. Critical for privacy-preserving ML.

Topic AI/ML Security
Exam Relevance Banking, UPSC, SSC