Can an AI chatbot be hacked using prompt injection even if we follow all the basic security steps?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can an AI chatbot be hacked using prompt injection even if we follow all the basic security steps?
1 real search · 1 real-search pass
OWASP Top 10 for LLM Applications prompt injection mitigations defense in depth 2025Google ↗
OBSERVEDComparison
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 Top 10 for LLM Applications prompt injection mitigations defense in depth 2025 Google ↗
- www-project-top-10-for-large-language-model-applications/2_0_vulns/LLM01_PromptInjection.md at main · OWASP/www-project-top-10-for-large-language-model-applications · github.com
- OWASP Top 10 for · owasp.org
- LLM Prompt Injection Prevention · cheatsheetseries.owasp.org