I went to Security Center and tried changing Startup Type to 'Automatic' but once I pressed Start I got "Error 1058: the service cannot be started either because it is disabled or because it has no enabled devices associated with it".
I did the above after reading Suresh Kumar's reply to users having problems with Window Security Center service not starting.