1. Upload your social media image for your event under the control panel
2. Visit https://developers.facebook.com/tools/debug/og/object/
3. Enter the URL to your event's homepage in the box labeled "Input URL"
4. Click the "Fetch new scrape information"
This will force Facebook to look at your event and update with your new event image and information.