Trail of Bits identified six common vulnerability patterns in ERC-4337 smart accounts during their audits. These vulnerabilities, ranging from incorrect access controls and incomplete signature validation to state modification issues and replay attacks, can allow attackers to drain funds or hijack account ownership.