+2  A: 

The way an attachment is inserted in an SMTP message is the same as when there are alternate versions of the message. The message header of the main part has a MIME type meaning "multi-part" and a delimiter is defined. Then, several sub-messages are included, separated by this delimiter. Each sub-message is tagged with a MIME part defining the format of the body or of the attachment. For example, a Word file is tagged as something like "application/ms-word", while the plain text part is tagged as text/plain or HTML as text/html.

In the implementation of SmtpClient (I looked at it thanks to Reflector), if there is no attachment and no alternate version, an HTML sub-message is automatically created. Thus, an old client like Outlook 2000 thinks there is an attachment because I guess it does not support this notion of alternate views (and thus to it, the MIME type text/html is an attachment).

What is strange is that it did not happen before (or you did not notice). Maybe previous messages had an attachment or an alternate view that you had explicitly set.

Timores
Thanks for your explanations, Timores! But the problem disappeared magically after a restart of Outlook (see my comment to the question). It really did not happen in my old project, I've just looked in my Inbound folder for the old test mails and they all didn't have an attachment. Seemed to be a temporary Outlook issue.
Slauma