Security Risks of CID Image Embed?

I am putting together an email and have been asked to embed the images and to reference their ContentID in the HTML so that the email is self contained (no requests out to download the images from our CDN).

This is a process that I’m not very familiar with. In general, would the same security risks as CDN downloads apply to embedded images or are there more/less risks associated with the method?