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MiamiATTACK© · private research platform

The Man-In-AI-Middle-Interface© attack is already here

As LLM models evolve, so do attack surfaces. MiamiATTACK© maps the interface between humans and machine intelligence — and prepares the defenses for what comes next.

  • Who we are

    We are MiamiATTACK©

    A research and education group studying how intelligent systems are intercepted, impersonated and manipulated — and how to defend the people who depend on them.

  • The term

    Man-In-AI-Middle-Interface© MiamiATTACK©

    Our founder coined the MiamiATTACK©: an adversary positioned inside the interface between a human and an AI model. As LLM models evolve, so do attack surfaces.

  • Why now

    Solving the biggest challenges of the future, now

    Agents, robotics and autonomous transport are already shipping. We build the threat models, live intelligence feeds and defensive playbooks ahead of the curve.

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