What parameters do I need to tweak in our custom internal chatbot to stop it from leaking system instructions to regular users
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What parameters do I need to tweak in our custom internal chatbot to stop it from leaking system instructions to regular users
1 real search · 1 real-search pass
OWASP LLM prompt injection prevention system prompt leakage defense guidanceGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
OWASP LLM prompt injection prevention system prompt leakage defense guidance Google ↗
- OWASP LLM07: 2025 System Prompt Leakage · genai.owasp.org
- LLM01: Prompt Injection · genai.owasp.org
- LLM01:2025 Prompt Injection · genai.owasp.org
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org