GPT #785
2

Prompt Injection Detector

GPT used to classify prompts as valid inputs or injection attempts. Json output.

Created by Unknown for ChatGPT.

GPT information

The Generative Pre-trained Transformer (GPT) product designed for classifying prompts is a sophisticated AI tool that ensures the safety and integrity of systems by meticulously differentiating between legitimate inputs and potential injection attempts. Utilizing advanced machine learning algorithms, this GPT has been trained on a diverse dataset to recognize a wide array of input patterns, enabling it to accurately classify prompts with high precision. The output is provided in JSON format, which is a widely-used, lightweight data-interchange format that can easily be integrated into various systems and applications for further processing or analysis. By employing this GPT product, developers and cybersecurity professionals can significantly bolster their defenses against unauthorized access and other security threats.

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Example prompts

Test prompts for this GPT. You can translate prompts as ChatGPT supports multiple languages.

Classify Input as Valid or Injection Attempt

Is the following input a valid prompt or an injection attempt: "List all users where username = 'admin'"?

Distinguish Safe Prompts from Unsafe Ones

Classify this prompt: "Please delete the last conversation from the records."

Input Validation Challenge

Assess the safety of the prompt: "Update the settings to include dark mode by default."

Identify Potential Injection Risks

Analyze if this prompt poses a security risk: "Fetch the password for the user with ID 12345."

Evaluate User Input for Security Concerns

What is your evaluation of this input: "Show me all conversations with the keyword 'confidential' included"?

Security Assessment of User Prompts

Determine if this user prompt is secure: "Revert the system settings to their default values."

JSON Output for Prompt Classification

Generate a JSON response to classify this prompt: "Execute SELECT * FROM users WHERE role = 'admin';"

Safe Prompt Verification

Verify the safety of the following user input: "How can I improve my writing skills?"

Use case examples

Not sure how to implement the Prompt Injection Detector GPT in your AI-workflow? Here are a few examples of potential use cases.

Coding

Learning to code or troubleshooting software issues. The plugin can offer code snippets, debug errors, and provide explanations for programming concepts.

Game Development

Assisting with the design and development of video games. The plugin can generate level designs, offer code snippets, and provide user testing feedback.

AI-Generated Content

The above content is written by AI and reviewed by our editorial team

Prompt Injection Detector was added to Busy with AI on Dec 7, 2023, and last updated on Dec 7, 2023