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AI Security

3 publications

Threats, risks and defenses in generative AI systems: threat modeling, prompt injection, probabilistic reasoning, and attack surfaces.

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  1. 01

    Why Traditional Threat Modeling Breaks Down in Generative AI Systems

    Probabilistic behavior, distributional risk, and system composability invalidate core assumptions of classical threat modeling for generative AI.

    5 min readSecurity
  2. 02

    Security Implications of Probabilistic Reasoning in Generative AI

    A rigorous analysis of how probabilistic reasoning in generative models shapes security risk, failure modes, and robustness.

    6 min readSecurity
  3. 03

    When AI Stops Being a Tool and Becomes an Attack Surface

    When AI becomes an attack surface: prompt injection, end-to-end attack chains, at-risk architectures, and defensive actions.

    15 min readSecurity
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