If you run the following command you will see that the default BookInPolicy is set to true, which means that everyone can use this resource.
Get-CalendarProcessing -Identity room-alias | fl *policy*
If you want to restrict access to this resource, set this to false.
Set-CalendarProcessing -Identity room-alias -AllBookInPolicy:$false
Then run the same command but exchange :$false with the mailbox user or the distribution group which should have access to the resource.
Set-CalendarProcessing -Identity room-alias -AllBookInPolicy <mailbox user/distribution group>
If you want to revert the changes made, run the following commands.
Set-CalendarProcessing -Identity room-alias -AllBookInPolicy:$true
Set CalendarProcessing -Identity room-alias -BookInPolicy:$none

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