cURL & SSL certificates error

This will be mainly a reminder, more than a real post.
Today I was writing a bunch of PHP bugs and suddenly a wordpress plugin of mine started to output this string :

SSL certificate problem: unable to get local issuer certificate

The plugin is quite simple itself. It just uses cURL to fetch some Facebook Pages data using the Graph urlon a Wordpress website I'm creating. The error log did not show anything about this error.