You can also blanch and shock the Brussels sprout leaves. To do so, prepare an ice bath in a medium bowl. Prepare the pot of water as above. Cook the leaves until bright green and just tender, about 1 minute and 30 seconds. Remove the leaves to the ice bath, using a spider, to shock, until chilled. Drain well and blot dry with a towel. Set aside.