What are the recommended strategies for mitigating prompt injection vulnerabilities in custom LangChain agents that have direct read and write access to our internal PostgreSQL databases?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the recommended strategies for mitigating prompt injection vulnerabilities in custom LangChain agents that have direct read and write access to our internal PostgreSQL databases?
3 real searches · 1 real-search pass
OWASP LLM prompt injection prevention cheat sheet least privilege tool permissions prompt injection defenseGoogle ↗
OBSERVED
LangChain security documentation SQLDatabaseToolkit dangerous query execution permissions agent securityGoogle ↗
OBSERVED
PostgreSQL documentation row security policies privileges roles security-definer functionsGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
OWASP LLM prompt injection prevention cheat sheet least privilege tool permissions prompt injection defense Google ↗
LangChain security documentation SQLDatabaseToolkit dangerous query execution permissions agent security Google ↗
PostgreSQL documentation row security policies privileges roles security-definer functions Google ↗
- OWASP AI Agent Security Cheat Sheet · cheatsheetseries.owasp.org
- AI Agent Security · cheatsheetseries.owasp.org
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org
- CheatSheetSeries/cheatsheets/LLM_Prompt_Injection_Prevention_Cheat_Sheet.md at master · OWASP/CheatSheetSeries · github.com
- LLM01: Prompt Injection · owasp.0x6a03448f4d.com
- OWASP Top 10 for LLM Applications · owasp.org
- OWASP Prompt Injection Prevention Cheat Sheet · cheatsheetseries.owasp.org
- OWASP AI/LLM Security Testing Guidance · owasp.github.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OWASP LLM prompt injection prevention cheat sheet least privilege tool permissions prompt injection defense OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LangChain security documentation SQLDatabaseToolkit dangerous query execution permissions agent security OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
PostgreSQL documentation row security policies privileges roles security-definer functions OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |