https:// with YouTube on shortcode

Using the shortcode for a YouTube video we notice it is using http:// on the embed code. Our site runs in https:// and this is causing a SSL error because it is unsecure content.

Is there a way to adjust this to reference https instead?

http://wordpress.org/plugins/cool-video-gallery/