I want to replace a word which is associated with a particular pattern/line

Question

Say a file (socket.cfg) has the following

socket1:a:1.2.3.4:wso,ws1,ws2
socket2:b:2.5.6.7:ws3,ws5,ws7

Now I want to change only the IP where