Remove the TableColumn from the TableColumnModel.
TableColumnModel tcm = table.getColumnModel();
tcm.removeColumn( tcm.getColumn(...) );
If you need access to the data then you use table.getModel().getValueAt(...).
For a more complex solution that allows the user to hide/show columns as they wish check out the Table Column Manager.