Markdown syntax for a link is pretty simple:
[Example](http://example.com/)
produces:
Example
You don't have to scape it at all.
On GitHub, I've just done the following without any problems:
[Slowloris](https://en.wikipedia.org/wiki/Slowloris_(computer_security))
Actually, even here you can use it directly, as you can see here.