Setting Promiscuous Mode to Reject prevents a packet sniffing program from analyzing network packets on the virtual switch. Promiscuous Mode allows the virtual network adapter to receive all packets on the network, regardless of the intended recipient. Rejecting this mode ensures that the virtual adapter only processes packets addressed specifically to it, effectively thwarting packet sniffing attempts.