We recently had an audit and need to know the exact steps for securing sensitive PII data in our cloud analytics database, what is the best way to handle this today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We recently had an audit and need to know the exact steps for securing sensitive PII data in our cloud analytics database, what is the best way to handle this today?
3 real searches · 1 real-search pass
NIST Privacy Framework data minimization access control encryption audit logging cloud analytics database PII security guidanceGoogle ↗
OBSERVEDInstruction
CISA cloud security best practices identity access management logging encryption data protectionGoogle ↗
OBSERVEDInstruction
OWASP database security cheat sheet encryption access control logging sensitive dataGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
NIST Privacy Framework data minimization access control encryption audit logging cloud analytics database PII security guidance Google ↗
CISA cloud security best practices identity access management logging encryption data protection Google ↗
OWASP database security cheat sheet encryption access control logging sensitive data Google ↗
- NSA & CISA | Use Secure Cloud Identity and Access Management Practices · media.defense.gov
- Best Practices for Federal Agencies to Strengthen Cloud Security · oversight.gov
- Database Security · cheatsheetseries.owasp.org
- Cloud Security · cisa.gov
- Logging · cheatsheetseries.owasp.org
- Logging · cheatsheetseries.owasp.org
- Logging and Monitoring · owasp.github.io
- Data Protection · owasp.github.io
- Identity and Access Management: Recommended Best Practices for Administrators · cisa.gov
- SP 800-122, Guide to Protecting the Confidentiality of Personally Identifiable Information (PII) · csrc.nist.gov
- Protect Data Everywhere · devguide.owasp.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NIST Privacy Framework data minimization access control encryption audit logging cloud analytics database PII security guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
CISA cloud security best practices identity access management logging encryption data protection OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OWASP database security cheat sheet encryption access control logging sensitive data OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |