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AI Security

AI and LLM Security

Test and defend models, prompts, agents and the infrastructure around them.

45 tools profiled

How it differs Tests and guards models, LLM applications and agents against prompt injection, jailbreaks and data leakage. Scanning an AI app's own code is still SAST or SCA.

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5 tools match

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  • AI-Infra-Guard

    Tencent

    AI Security

    Open source scanner that fingerprints self hosted AI infrastructure components and matches them against known vulnerabilities, with an MCP server analysis mode.

    Open source
    Emerging

  • DeepTeam

    Confident AI

    AI Security

    Open source Python framework that generates adversarial prompts against an LLM application and scores the responses for vulnerabilities such as bias, PII leakage and excessive agency.

    Open source
    Growing

  • FuzzyAI

    CyberArk

    AI Security

    Open source fuzzer that applies a catalog of published jailbreak and prompt injection techniques against local or hosted language model endpoints.

    Open source
    Growing

  • Garak

    NVIDIA

    AI Security

    Command line LLM vulnerability scanner that fires a library of attack probes at a model endpoint and scores the responses with matched detectors.

    Open source
    Growing

  • Promptfoo

    Promptfoo

    AI Security

    Config driven test and red team harness for LLM applications, running assertions and generated adversarial probes against prompts, models and agents.

    Open source and commercial
    Growing

  • AI-Infra-Guard

    Tencent

    Open source scanner that fingerprints self hosted AI infrastructure components and matches them against known vulnerabilities, with an MCP server analysis mode.

    Open source Emerging
    AI Security

  • DeepTeam

    Confident AI

    Open source Python framework that generates adversarial prompts against an LLM application and scores the responses for vulnerabilities such as bias, PII leakage and excessive agency.

    Open source Growing
    AI Security

  • FuzzyAI

    CyberArk

    Open source fuzzer that applies a catalog of published jailbreak and prompt injection techniques against local or hosted language model endpoints.

    Open source Growing
    AI Security

  • Garak

    NVIDIA

    Command line LLM vulnerability scanner that fires a library of attack probes at a model endpoint and scores the responses with matched detectors.

    Open source Growing
    AI Security

  • Promptfoo

    Promptfoo

    Config driven test and red team harness for LLM applications, running assertions and generated adversarial probes against prompts, models and agents.

    Open source and commercial Growing
    AI Security
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