Vsftp and anonymus login

I have installed the VSFTP and i have comment all the anonymus section. However searching the vsftp.log i discovered that some ip tried and logon to my system as USER anonymus with no password and USER ftp with no password. However, these accounts leads to nowhere with no right, it quite dangerous for me. Please i want your help to harden my security. Thanks in advance.