Slideshare does support all fonts – including custom fonts that you download.
I was told that the slides only support certain standard fonts, but I wasn’t satisfied with the answer, and so I created a slide to verify. The result is:
As you can see, all fonts are shown!
If you have time, take a look and comment on teh presentation I’m currently working on.