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Sensitive data release #4

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sebbacon opened this issue Jan 11, 2021 · 0 comments
Open

Sensitive data release #4

sebbacon opened this issue Jan 11, 2021 · 0 comments
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@sebbacon
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Tooling to support safe but relatively painless release of potentially identifiable data according to our published policy.

This may include:

  • Command-line tools to double-check for patterns that suggest sensitive data might be accidentally released
  • Automated algorithms for measuring potential disclosivity (e.g. k-anonymity)
  • Graphical tools for comparing changes in released outputs over time
  • Cryptographic signing of known-safe filtering/redaction code
  • Separate local-only git repos for auditing and managing release workflow
    • Graphical workflow tools for this (e.g. "Anna reviewed this on date X and sent back to Bob for changes", etc)
  • Automatic publication of known-safe data
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