When a network administrator uses the ping command, the primary protocol involved is ICMP (Internet Control Message Protocol), which is responsible for sending echo requests and receiving echo replies between network devices. Additionally, ARP (Address Resolution Protocol) might be used implicitly to resolve the MAC address of the destination IP address to send the ICMP packets to the appropriate hardware address on the local network. Therefore, ICMP and ARP are the correct protocols utilized in this process.