Apparently, if you use dishwashing liquid when you clean a car, it strips everything. Great for removing a couple of layers of wax / bugs etc. May work BUT i dunno about dishwashing liquid and brakes.

Clay baring the caliper would also work, but too much effort involved!

Always pays to use decent cleaing products IMHO.... Least you know they work, work well and have been extensively tested!