Usually, you want to ignore probes from attackers to certain ports, by which I mean you do not want to send back 'connection refused'. 'Connection refused' means: 'there is a server here', and possibly gives away more information, whereas dropping a packet doesn't give away clues about software versions, possible vulnerabilities or even the fact that a server is listening at you IP.

The above is one of the main reasons to use DROP instead of REJECT.