First we need to add the repository:
rpm -Uvh http://dl.fedoraproject.org/pub/epel/6/x86_64/epel-release-6-8.noarch.rpm
Then we can install fail2ban with
yum install fail2ban
The default configuration file is jail.conf however we should avoid making changes to this and instead make changes to jail.local. Use the following command to make jail.local
cp /etc/fail2ban/jail.conf /etc/fail2ban/jail.local