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Securitysec-022P0

Prompt Injection is the primary AI vulnerability.

OWASP ranks prompt injection as the #1…OWASP ranks prompt injection as the #1 LLM threat; 73% of production LLM apps tested by HiddenLayer showed injection exposure in 2024.

Context & Methodology

Applications built without structured prompt boundaries are trivially exploitable by any user who can submit text input.

Applicable Use Cases

workflow

Applies To

openaianthropicgoogle

Primary Impact

security

Confidence Level

High

Platform Status

Planned

Implementation Effort

low

Recommendation

follow

Execution Priority

P0

Put This Evidence to Work

Use the STCO framework to implement findings like this in structured, testable prompts.

A fine-tuned GPT-4o-mini eliminates 3000-token system prompts, saving $1.50/1000 requests.OpenAI, 'Fine-Tuning' documentation, 2024