Real ChatGPT answer · index seedtjRxUQMYcsAcompleteB2B software · AI and automation toolsinformational
What security measures do I need when building custom internal chatbots for my small business so client data doesn't leak during training?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What security measures do I need when building custom internal chatbots for my small business so client data doesn't leak during training?
3 real searches · 1 real-search pass
NIST AI Risk Management Framework generative AI profile data privacy access control officialGoogle ↗
OBSERVEDOther / navigational
OWASP Top 10 for Large Language Model Applications sensitive information disclosure prompt injection officialGoogle ↗
OBSERVEDReason
OpenAI API data usage retention training controls enterprise privacy officialGoogle ↗
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
NIST AI Risk Management Framework generative AI profile data privacy access control official Google ↗
OWASP Top 10 for Large Language Model Applications sensitive information disclosure prompt injection official Google ↗
OpenAI API data usage retention training controls enterprise privacy official Google ↗
- GitHub - GenAI-Security-Project/GenAI-LLM-Top10: OWASP Top 10 for Large Language Model Applications · github.com
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org
- Data controls in the OpenAI platform · developers.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NIST AI Risk Management Framework generative AI profile data privacy access control official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OWASP Top 10 for Large Language Model Applications sensitive information disclosure prompt injection official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
OpenAI API data usage retention training controls enterprise privacy official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |