How to catch values of checkboxes that are paginated with DataTables plugin

I have table that looks like this:

As you can see there are checkboxes next to users whose values I need to catch if they are checked. And I did it with this code before there were not enough users for pagination to work:

var cbChecked = new Array();
$("input[type='checkbox']:checked").each(function () {
      cbChecked[cbChecked.length] = this.value;
});

But since I'm using DataTables plugin, and pagination splits users, jQuery is only able to see those checkboxes that are displayed on current page, even though I have two more users checked on page 2 of my table. When I inspected page I see that in DOM there are really only these people displayed, others are not even hidden. Any suggestion what to do to catch all checked checkboxes in my table?