Bring a medium saucepan of salted water to boil over high heat. When the water is boiling lower the eggs into the boiling water with a slotted spoon. Boil the eggs for 4 to 6 minutes (4 minutes for runny yolks, 6 minutes for creamy yolks). Meanwhile, fill a medium bowl with ice, cold water, and salt. When the eggs are done boiling, transfer to the ice water bath and let cool. Once cool, dry the eggs and carefully peel.