You should head over to your server's console and op yourself "op your_name_here", afterwards you should enable the whitelist so only people you add can join (/whitelist on - /whitelist add name_here - You can do it through console as well, just remove the slash)
To ban and kick people you still need to be opped, and use /ban name or /kick name