data integrity traffic sign on blue sky

data integrity security accuracy consistency reliability protection validation verification compliance database storage backup recovery encryption authentication authorization confidentiality quality management system software hardware network monitoring maintenance audit trail access control policies standards protocols procedures governance framework practices regulation risk assessment prevention detection correction breach incident response reporting analysis anomaly measures