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Two problems.

You cannot downgrade to iOS 10.3.3 as it’s no longer being signed.

Second, no. You cannot put a newer backup on an older OS.
 
Odd. I thought once they fixed the bug, they stopped signing it. But regardless you cannot restore a new backup to old iOS.
 
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