If you're the original owner of the account it should not be a problem. Just use the same IP you created your account with and send a 'Recover A Stolen Password' appeal and your recoveries will be gone.
Creation date, previous passwords and ISP are the three most important things that matter.
If that doesn't work, then contact JaGex via mail although I would not recommend that.