Real ChatGPT answer · index seedj6362c1fN04completeB2B software · AI and automation toolshowto

What are the exact regex patterns or guardrails I need to implement immediately to stop indirect prompt injection attacks on our AI agent

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the exact regex patterns or guardrails I need to implement immediately to stop indirect prompt injection attacks on our AI agent
2 real searches · 1 real-search pass
OWASP LLM Prompt Injection Prevention Cheat Sheet indirect prompt injection defense input validation tool permissionsGoogle ↗
OBSERVEDInstruction
Microsoft guidance indirect prompt injection AI agents untrusted content isolation tool callsGoogle ↗
OBSERVEDInstruction

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 (2)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
OWASP LLM Prompt Injection Prevention Cheat Sheet indirect prompt injection defense input validation tool permissions Google ↗
Microsoft guidance indirect prompt injection AI agents untrusted content isolation tool calls Google ↗
  1. LLM Prompt Injection Prevention · cheatsheetseries.owasp.org
  2. Defend against indirect prompt injection attacks · learn.microsoft.com
  3. LLM01:2025 Prompt Injection · genai.owasp.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OWASP LLM Prompt Injection Prevention Cheat Sheet indirect prompt injection defense input validation tool permissions
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Microsoft guidance indirect prompt injection AI agents untrusted content isolation tool calls
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1