Is there vulnerabilities that are inherent to the concept of an open source antivirus?

I read that antivirus opensource software would be a good idea since the database could be informed and mainained by lots of capable people. However I have also read arguments to the contrary but none really explaining why.

Is an open source antivirus for windows a bad idea or a good idea?