Try this code, this may help you
HTML
<input type="hidden" data-abc-value1="value1" data-abc-value2="value2" data-abc-value3="value3" />
Script
$('input[type="hidden"]').each(function(i, e){
$.each(e.attributes, function(j,v){
if(/^data-abc/.test(v.nodeName)) {
console.log(v.nodeName, v.nodeValue);
}
});
});
Demo JS http://jsfiddle.net/UYNsw/