Can a basic SQL injection attack be converted into a prompt injection vulnerability in apps that pass database results directly into LLM context windows?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can a basic SQL injection attack be converted into a prompt injection vulnerability in apps that pass database results directly into LLM context windows?
1 real search · 1 real-search pass
OWASP LLM indirect prompt injection untrusted retrieved data database context prompt injection preventionGoogle ↗
OBSERVEDReason
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 indirect prompt injection untrusted retrieved data database context prompt injection prevention Google ↗
- Prompt Injection · genai.owasp.org
- LLM01:2025 Prompt Injection · genai.owasp.org
- MCP-Security-Testing-Guide/03. MCP Threats and Attack Patterns/3.07-prompt-instruction.md at main · OWASP/MCP-Security-Testing-Guide · github.com
- 4. Input, Context, and Retrieval Hygiene · learn.microsoft.com
- LLM01: Prompt Injection · genai.owasp.org
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org