The impact of human-driven hunting on large carnivores has been an important factor in altering recent and sub-recent ecosystems. However, comprehending this vital interaction in ancient times is compromised by the scarcity of carnivore remains in archaeological records. To address this, we examined historical human carnivore hunting dynamics in the Judean Desert of the Southern Levant using archaeological leopard traps, a unique hunting device common throughout the Saharo-Arabian region which has never been subjected to comprehensive analytic research. In this research, we applied a multi-faceted approach involving OSL dating, distribution modeling, and ancient DNA techniques, that provide direct evidence to spatio-temporal trends in top predator hunting. Our investigation dates the oldest known traps and implies that human hunting has been directed towards the Arabian leopard (Panthera pardus nimr) population in the Judean Desert since the mid-Holocene. Leopard hunting, which was probably carried out mostly by nomadic herding communities, intensified during the late Holocene, resulting in a substantial decline in the leopard population. By the time conservation regulations were enforced in the region, the leopard population had already plummeted to unsustainable levels due to these historical hunting practices.