ARP Poisoning is a Man-in-the-Middle attack that exploits the Address Resolution Protocol (ARP) to intercept network traffic. ARP converts network layer addresses to link layer addresses, vital for data transmission. Understanding ARP's workings is crucial to safeguard against ARP Poisoning attacks.