Answer by L'alligator des abers for Remove all files except some from a directory

Make the files immutable. Not even root will be allowed to delete them.

chattr +i textfile.txt backup.tar.gz script.php database.sql info.txtrm *

All other files have been deleted.
Eventually you can reset them mutable.

chattr -i *