You probably have an anonymous user
''@'localhost' or ''@'127.0.0.1'.refer : http://stackoverflow.com/questions/10299148/mysql-error-1045-28000-access-denied-for-user-billlocalhost-using-passw
Then delete those anonymous users,
mysql> DELETE FROM mysql.user WHERE User='';
mysql> flush privileges;
Done..!
