Can not find 'NT AUTHORITY\NETWORK SERVICE'. on Sql Server 2012
You can't find the NT AUTHORITY\NETWORK SERVICE because it hasn't been added. You need to explicitly add it.

Goto Security-> Logins (in SSMS) and add that user.  Then go to your database and add as a login with relevant permissions.

Better still, script it:

CREATE LOGIN

CREATE USER