Advancing Trustworthy AI/ML: Profile-based Synthetic Data Generation
Demand for artificial intelligence and machine learning solutions continues to surge. At the same time, agencies must secure private and confidential data. Synthetic data creation helps protect data while meeting the demand for AI/ML. However, traditional rule-based or statistical approaches offer limited control, lack realism, and may perpetuate bias.
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