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Friday O. Ikwuogu
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    Friday O. Ikwuogu

    Friday O. Ikwuogu

    Independent Researcher (AI & Critical Infrastructure)

    • Midland Tx USA
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    Adversarial MLOps and the Protection of the Agentic Attack Surface in Distributed Autonomous AI Systems

    This paper examines adversarial risks within MLOps pipelines and proposes strategies for protecting the “agentic attack surface” introduced by distributed, autonomous AI systems.

    Updated: July 1, 2025

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