What are the best practices for preventing prompt injection vulnerabilities in internal business tools built on GPT-4?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for preventing prompt injection vulnerabilities in internal business tools built on GPT-4?
1 real search · 1 real-search pass
OWASP Top 10 for LLM Applications prompt injection prevention mitigations 2025; OpenAI prompt injection defense tool use untrusted content APIGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
OWASP Top 10 for LLM Applications prompt injection prevention mitigations 2025; OpenAI prompt injection defense tool use untrusted content API Google ↗
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org
- LLM01:2025 Prompt Injection · genai.owasp.org
- LLM01: 2025 Prompt Injection · owasp.org
- AI/LLM Application Security Testing and Red Teaming · owasp.github.io