But what you don't have in the log is the content of the record XXX which therefore cannot be restored unless you actually restore an older backup (this is the meaning of D in ACID transaction which is what all serious RDBMS do - i.e. once deleted always deleted).
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and it should be clear that they could not do this simply because the information has not been preserved in the transaction log