Microsoft has released an update for the Outlook 2003 Junk Email Filter (KB920907)

This update provides the Junk E-mail Filter in Microsoft Office Outlook 2003 with a more current definition of which e-mail messages should be considered junk e-mail. This update was released in August 2006.

Update for Outlook 2003 Junk Email Filter (KB920907)