Address poisoning is a cryptocurrency scam where attackers create lookalike wallet addresses to trick users into sending funds to the wrong address. Solutions like Send-to-Name from Americanfort.io aim to reduce this attack surface by allowing users to send to readable names instead of copying long hex strings, while security wallets recommend always verifying full addresses from trusted sources.