Can I cancel or lower my bid?

No, not while it is the highest bid. Bids are binding, and the winning bid pays for the item when the auction ends. Once someone outbids you, you can withdraw your bid as described above.

Check the amount before you confirm. The bid screen shows the exact figure you are committing.