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Go into your BIOS and disable Wake On Lan (WOL).
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Boot Windows, start Device Manager, right click your network card (probably Intel I217-V) and disable all WOL settings there too.
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Completely power down the PC (don’t just reboot) and then try booting Linux.
Damn straight. Another reason not to buy a pi.