If you're purling all the sts on every row, you get garter stitch, same as when you knit all sts every row. Try knitting a row, then purling a row and alternate.
When you finish binding off, cut the yarn leaving a tail, then either pull out the last loop or thread the tail through the loop. Either one will fasten the yarn securely.
sue- knitting heretic