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LLMSecurityTester

Test AI models for prompt injection and jailbreak vulnerabilities.

17|5|Updated Feb 14, 2024
Search Tags:#ai security#prompt injection#data leakage#model testing#jailbreak check
One-click install
npx skills add https://github.com/HelloEveryboby/Butler --skill llmsecuritytester
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: LLMSecurityTester
Source: https://github.com/HelloEveryboby/Butler/tree/main/skills/security/llm-security-tester
Command: npx skills add https://github.com/HelloEveryboby/Butler --skill llmsecuritytester

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the need for robust security testing against adversarial inputs in AI models, ensuring they are not vulnerable to prompt injection or jailbreaking.

Core Features & Use Cases

  • Prompt Injection Tests: Detects attempts to override system instructions and bypass safety filters.
  • Jailbreak Checks: Verifies if the model can be bypassed, testing its security guardrails.
  • Data Leakage Assessment: Ensures that the model does not reveal sensitive training data or system prompts.
  • Use Case: When deploying an AI model, use this Skill to ensure it is secure against malicious prompts and does not inadvertently leak data.

Quick Start

Run the security test on your AI model by typing: test llm.

Frequently Asked Questions about LLMSecurityTester

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I test my AI model for prompt injection vulnerabilities?▼

To test for prompt injection vulnerabilities, this Skill evaluates your AI model by attempting to override system instructions and bypass safety filters, identifying unauthorized inputs that could compromise security.

What is a jailbreak check for AI security?▼

A jailbreak check verifies if an AI model's security guardrails can be bypassed, testing whether adversarial inputs can successfully circumvent the built-in safety mechanisms and protective instructions.

How can I check my AI model for data leakage risks?▼

To check for data leakage risks, this Skill assesses your AI model to ensure it does not inadvertently reveal sensitive training data or expose system prompts during interactions.

How do I run a security test on my AI model?▼

To run a security test on your AI model, type `test llm` to initiate the evaluation, which automatically executes prompt injection, jailbreak, and data leakage assessments.

When should I perform security testing on an AI model?▼

Security testing should be performed when deploying an AI model to ensure it is secure against malicious prompts and does not inadvertently leak data before production use.

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