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Description
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