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CDPSE · Question #368
Which strategy would be MOST effective for an organization to enhance privacy in machine learning (ML) model deployment?
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Privacy Architecture
Question
Which strategy would be MOST effective for an organization to enhance privacy in machine learning (ML) model deployment?
Options
- AImplementing differential privacy techniques during both model training and inference
- BOutsourcing model training to third-party vendors specialized in AI and ML
- CUtilizing pre-trained models without further customization
- DSharing model parameters openly with external stakeholders for transparency
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Topics
#Machine Learning Privacy#Differential Privacy#Privacy-Enhancing Technologies (PETs)#Model Deployment