Real ChatGPT answer · index seed3V4bLoPFDUAcompleteB2B software · AI and automation toolsinformational
What are the best practices for connecting GPTs to SQL databases safely without exposing customer PII or getting hacked?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for connecting GPTs to SQL databases safely without exposing customer PII or getting hacked?
3 real searches · 1 real-search pass
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency officialGoogle ↗
OBSERVEDConsequence
OWASP SQL Injection Prevention Cheat Sheet parameterized queries least privilege officialGoogle ↗
OBSERVEDInstruction
NIST AI Risk Management Framework generative AI profile data privacy access controlGoogle ↗
OBSERVEDOther / navigational
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
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official Google ↗
OWASP SQL Injection Prevention Cheat Sheet parameterized queries least privilege official Google ↗
NIST AI Risk Management Framework generative AI profile data privacy access control Google ↗
- SQL Injection Prevention · cheatsheetseries.owasp.org
- Database Security · cheatsheetseries.owasp.org
- OWASP Top 10 for Large Language Model Applications · owasp.github.io
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OWASP Top 10 for LLM Applications prompt injection sensitive information disclosure excessive agency official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
OWASP SQL Injection Prevention Cheat Sheet parameterized queries least privilege official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NIST AI Risk Management Framework generative AI profile data privacy access control OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |