AppSecNews

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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4 tools match

  • Akto

    Akto

    AI Security

    API security platform that builds an API inventory from mirrored traffic and runs automated tests for authorization, injection and data exposure flaws.

    Commercial, free tier
    Growing
  • HiddenLayer AISec

    HiddenLayer

    AI Security

    Commercial platform that scans serialized model files for embedded code and watches inference traffic for extraction and evasion behavior.

    Commercial
    Growing
  • Mindgard

    Mindgard

    AI Security

    Runs a library of AI attacks against your deployed models through their normal interface and reports which ones succeeded.

    Commercial
    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
  • Akto

    Akto

    API security platform that builds an API inventory from mirrored traffic and runs automated tests for authorization, injection and data exposure flaws.

    Commercial, free tier Growing
    AI Security
  • HiddenLayer AISec

    HiddenLayer

    Commercial platform that scans serialized model files for embedded code and watches inference traffic for extraction and evasion behavior.

    Commercial Growing
    AI Security
  • Mindgard

    Mindgard

    Runs a library of AI attacks against your deployed models through their normal interface and reports which ones succeeded.

    Commercial 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
Tick up to 4 tools above.