Cloud-based technology solution for assessment testing for employment, educational, certification, licensure and credentialing, namely, analysis of test taker response and interactive test administration data to ensure validity and integrity of test administration and to limit security threats and cheating; Cloud-based technology solution for monitoring and reporting test taker response and interactive test administration data in remote and/or online administration of educational, employment, certification, licensure and credentialing tests to ensure validity and integrity of test administration and to limit security threats and cheating; Cloud-based technology solution for monitoring and analyzing test taker response and interactive test administration data in remote and/or online administration of educational, employment, certification, licensure and credentialing test administration using sensor and data collection devices and reporting data relevant to security threats and cheating; Providing temporary use of on-line non-downloadable cloud computing software for monitoring, analyzing, and controlling communications between computers on which tests are administered and test administration computer systems to identify and limit security threats and cheating on remote and/or online educational, employment, certification, licensure and credentialing tests