Answer by Amin Jalali for How to solve 'Connection refused' errors in SSH connection?

open the file of ssh config:

sudo nano /etc/ssh/ssh_config

find the port

#port 22

uncomment (remove the #) the port option

then save the file by ctrl + x and restart your service

sudo service sshd restart