Real ChatGPT answer · index seedyBOAbgpRVtIcompleteB2B software · AI and automation toolsinformational
How do security teams test for prompt injection vulnerabilities during penetration testing of custom retrieval-augmented generation applications?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do security teams test for prompt injection vulnerabilities during penetration testing of custom retrieval-augmented generation applications?
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
OWASP Top 10 for LLM Applications prompt injection RAG testing guidance 2025 2026 Google ↗
NIST generative AI red teaming prompt injection retrieval augmented generation security testing guidance Google ↗
- AI/LLM Application Security Testing and Red Teaming · owasp.github.io
- OWASP Top 10 for · genai.owasp.org
- RAG Security · cheatsheetseries.owasp.org
- www-project-ai-security-and-privacy-guide/content/ai_exchange/content/docs/5_testing.md at main · OWASP/www-project-ai-security-and-privacy-guide · github.com
- DevSecOpsGuideline/current-version/2-Process/2-4-Test/2-4-6-AI-LLM-Application-Security-Testing.md at master · OWASP/DevSecOpsGuideline · github.com
- Mapping to OWASP top 10 for LLM applications · docs.aws.amazon.com
- OWASP Top 10 for · owasp.org
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org
- 4. Input, Context, and Retrieval Hygiene · learn.microsoft.com
- Official website · promptfoo.dev
- GitHub repository · github.com
- GitHub repository · github.com
- Official website · giskard.ai
- GitHub repository · github.com
- AI Security and Safety · gear.doe.gov
- OWASP LLM Top 10 · genai.owasp.org
- MITRE ATLAS · atlas.mitre.org
Queries
2 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 RAG testing guidance 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIST generative AI red teaming prompt injection retrieval augmented generation security testing guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |