There is a small risk in that the service replies to requests on the port, though, as replies get more complicated to mimic services, you run the risk of an attacked exploiting the system making the replies. Another way of putting it, this attempts to run a server that responds to incoming requests on every port, in a way that mimics what might run on each port. If so, it technically opens up an attack surface on every port because an attacker can feed it requests but the trade-off is that it runs in user mode and could be granted nil permissions or put on a honeypot machine that is disconnected from anything useful and heavily tripwired for unusual activity. And the approach of hardcoding a response to each port to make it appear open is itself a very simple activity, so the attack surface introduced is minimal while the utility of port scanning is greatly reduced. The more you fake out the scanning by behaving realistically to inputs, the greater the attack surface to exploit, though.
And port scanning can trigger false postives in network security scans which can then lead to having to explain why the servers are configured this way and that some ports that should always be closed due to vulnerability are open but not processing requests, so they can be ignored, etc.