Hardening leather is discussed fairly thoroughly on armourarchive.org, but the common methods seem to be submersion in water at a temperature of about 180 degrees, soaking and then heating in your oven, or shaping then submersion in some kind of hardener such as acrylic floor polish. All three are described in more detail at the archive.
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