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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3 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
  • Cerbos

    Cerbos

    AI Security

    Decoupled authorization engine that evaluates YAML policies over a principal, resource and action and returns an allow or deny decision over an API.

    Open source and commercial
    Established
  • NeuralTrust

    NeuralTrust

    AI Security

    AI gateway that inspects and enforces policy on LLM traffic, paired with adversarial testing and conversation observability.

    Commercial
    Emerging
  • 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
  • Cerbos

    Cerbos

    Decoupled authorization engine that evaluates YAML policies over a principal, resource and action and returns an allow or deny decision over an API.

    Open source and commercial Established
    AI Security
  • NeuralTrust

    NeuralTrust

    AI gateway that inspects and enforces policy on LLM traffic, paired with adversarial testing and conversation observability.

    Commercial Emerging
    AI Security
Tick up to 4 tools above.