QuestionQ102Verified/AI Risk ManagementCopy linkReport a problemAsk AstroTutorSave questionWhich of the following is the BEST technique to mitigate a model inversion attack?ARegularly updating and retraining the modelBEstablishing input monitoring and sanitization proceduresCDeploying access controls to restrict unauthorized disclosuresDImplementing privacy-preserving methodsShow AnswerAnswerExplanationModel inversion is a privacy attack that seeks to infer sensitive information about training data from a model. Privacy-preserving methods, particularly techniques such as differential privacy that limit information leakage, directly mitigate this risk. NIST classifies privacy attacks as attempts to learn sensitive information about an AI system or its training data.Learn moreNIST AI 100-2e2025: Adversarial Machine Learning—A Taxonomy and Terminology of Attacks and MitigationsNIST: Model privacy attacksShow comments0Show commentsCommunity DiscussionNo comments yet. Be the first to start the discussion!
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