Hmm.. You can use the arp -s command to manually add the entry.
This command should disable arp for a specific interface:
ip link set dev eth0 arp off
Otherwise, I would imagine iptables can do what you need?
Something like:
iptables -I INPUT -p ARP -o eth0 -j DROP
As long as your device is connected directly to the interface, that should do what you need.
I am curious as to why you want to do this? Maybe using a VLAN is a better choice?