Implementing port security on a network switch primarily restricts the number of valid MAC addresses allowed on a port. This security measure prevents unknown devices from connecting to the network, which could possibly lead to unauthorized access or attacks. By allowing only known MAC addresses, the network ensures that only authorized devices can access the network through that port.