When discussing sensitive data research, our primary concerns are around integrity and confidentiality. This talk will discuss the challenges in maximizing social benefit that is inherent in high security data enclaves. We will discuss reproducibility, disclosure risks, and collaboration and how SEAL’s existing and new services address these issues.

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