providing a rating, assessment or measure of proctored exam security for a proctored online exam session; providing a rating, assessment or measure of exam security based on analysis of security factors derived from proctor, exam or examinee-related sensor data gathered by automated proctor devices during the exam session; providing a rating, assessment or measure of confidence that exam-taker does not receive assistance while taking an exam based on biometric data used to determine the exam taker identity; environment data used to determine the security of the exam session environment and secure automated proctor operating state; providing a rating, assessment or measure of logically or algorithmically evaluated sensor data obtained during taking of an exam to determine that exam taker observed rules of exam-taking conduct; providing a rating, assessment or measure of statistically analyzed exam session metrics to determine the presence of outlier behavior versus exam session cohorts; providing a rating, assessment or measure derived from weighted and bias-adjusted factors combined into a sliding scale value indicative of observed confidence in the security of an exam session, exam session environment and conduct compliance of the exam taker; providing a rating, assessment or measure indicative of confidence of unassisted test taking to enable test administrators to set, manage and promote thresholds of acceptance or rejection for exam sessions including online and remotely proctored exams