An open source port scanner that is helping some bad guys

An open source port scanning tool, masscan, is being used to repeatedly attack my web sites. There are certainly lots of such tools widely available that even criminals with no skills can get their hands on and randomly try to break sites. IT security is a never ending quest that is best left to dedicated professionals.