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LEAD-IMPLEMENTER · Question #201

LEAD-IMPLEMENTER Question #201: Real Exam Question with Answer & Explanation

The correct answer is C. Membership inference attack. See the full explanation below for the reasoning.

Question

During a security audit, analysts discover that an attacker repeatedly queried a black-box ML model to infer if specific data points were in the training set. The attacker could determine if an individual's data was used during training. What threat does this attack represent?

Options

  • ABackdoor in the training set
  • BData poisoning
  • CMembership inference attack

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