Post attachments

I have a function that displays an image using its attachment ID.
Using the Multipost Mu plugin, all posts originating from the main blog that are published to other blogs are unable to display the image (the attachment ID does not exist in the other blogs)
Is there a function to check all blogs for the attachment ID?
What is the best way to do this?