You can turn off the public sharing:
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Click Files in the toolbar.
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Select the applicable folder.
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Select a shared document.
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Click the ellipsis button at the top of the content pane.
A context menu pops up.
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Click Share document.
The Shared link window appears.
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Disable Public sharing.
The original URL no longer works.
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Click OK.