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You have to run the application pool in IIS under a domain account that has access to the resource.
Per,
thank you for your reply! However, this is exactly what I was hoping to skip by using the virtual directory and giving only that directory the domain user credentials necessary. But I suppose letting the application pool user access the network share the only way then.