This process is often called sulfur curing, and the term vulcanization comes from Vulcan, the Roman god of fire.
Slingshots depend on strong elastic materials, typically vulcanized natural rubber or the equivalent, and thus date back no further than the invention of vulcanized rubber by Charles Goodyear in 1839 (patented in 1844).