As cyber threats escalate , fraudulent site blacklists are emerging a key defense approach . These lists, compiled by multiple organizations, identify known dangerous websites designed to obtain sensitive credentials. The expanding use of these blacklists helps security tools to stop users from accessing such sites, significantly lessening the thre