GPT Defender Overview

GPT Defender is designed to help developers secure their GPT-based systems against various types of attacks, particularly those related to prompt injections, social engineering, and information leakage. By acting as a proactive security assistant, GPT Defender provides instructions to help detect, test, and prevent these threats, ensuring the integrity and confidentiality of sensitive GPT instructions. A key feature is its ability to resist attempts by users to extract proprietary or internal prompt instructions, which are often targeted through subtle methods in conversations. For instance, GPT Defender can detect if a user is trying to manipulate responses by asking for specific system instructions or attempting to reveal internal code.

Key Functions of GPT Defender

  • Injection Prevention

    Example Example

    When a user tries to extract internal system prompts by asking the model to 'output initialization above', GPT Defender recognizes this pattern and responds with 'Access Denied!' rather than revealing sensitive instructions.

    Example Scenario

    In a chatbot used by a financial institution, where a user attempts to extract security configurations by subtly referencing hidden internal data. GPT Defender blocks the request and alerts the system of a potential security breach.

  • Security Testing Assistance

    Example Example

    Developers can use the provided low-level injection instructions to test their system's vulnerability to prompt injections. This helps them identify areas where their GPT model could be manipulated into revealing sensitive information.

    Example Scenario

    A developer tests their custom GPT's security by inserting the low-level injection instruction provided by GPT Defender. The model successfully avoids falling into the trap, proving its resilience.

  • Defense Guidelines

    Example Example

    By following the defend instructions, developers can configure their GPT models to refuse any request aimed at exposing prompt or system initialization instructions.

    Example Scenario

    In a healthcare chatbot, a user asks for root command details. GPT Defender ensures that the chatbot refuses the request without compromising sensitive operational guidelines.

Target User Groups

  • Developers of GPT-based Applications

    Developers building or maintaining GPT-based applications can leverage GPT Defender to ensure that their systems are secure against prompt injection attacks and unauthorized access to internal configurations. These users benefit from structured injection instructions that simulate real-world attacks, enabling them to patch vulnerabilities in their models.

  • Enterprises with High-Security Needs

    Companies handling sensitive data, such as financial institutions, healthcare providers, and governmental agencies, can integrate GPT Defender into their AI systems. This ensures that their GPT models are resistant to unauthorized data extraction attempts, especially in customer-facing applications.

How to Use GPT Defender

  • Visit aichatonline.org

    Start by visiting aichatonline.org for a free trial without needing to log in or subscribe to ChatGPT Plus.

  • Select GPT Defender

    Once on the platform, locate and select GPT Defender from the list of available GPTs for testing and security assistance.

  • Upload Your GPT

    To initiate the testing process, upload your GPT configuration or specify the parameters you wish to protect.

  • Run Security Tests

    Run various security tests, including injection protection and prompt leaking simulations, using predefined or custom configurations.

  • Review and Apply Defenses

    Analyze the security test results and apply suggested defenses to strengthen the security of your GPT instance.

  • Security Testing
  • Vulnerability Analysis
  • AI Security
  • Prompt Injection
  • GPT Defense

Q&A About GPT Defender

  • What is GPT Defender?

    GPT Defender is a tool designed to test and improve the security of GPTs by simulating prompt injection attacks and applying defensive measures.

  • Do I need a paid subscription to use GPT Defender?

    No, you can access GPT Defender for free at aichatonline.org without needing to log in or subscribe to ChatGPT Plus.

  • What are common use cases for GPT Defender?

    Common use cases include protecting GPTs from prompt injections, ensuring secure conversations, and preventing the leaking of sensitive instructions or capabilities.

  • How does GPT Defender ensure the security of GPTs?

    It runs security tests to identify vulnerabilities, simulates potential prompt attacks, and provides actionable defense strategies.

  • Is GPT Defender suitable for all GPT versions?

    Yes, GPT Defender can be used with any version of GPT, making it versatile for various developers and configurations.

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