As cyber threats intensify , fraudulent site blacklists are emerging a key defense strategy. These lists, managed by multiple organizations, flag known dangerous websites designed to obtain sensitive information . The rising use of these blacklists helps security programs to stop users from accessing said sites, significantly lessening the risk of