D2L Brightspace detects and deters academic dishonesty through a combination of built-in security controls and integrated third-party proctoring tools. Native features include Question Pools to randomize test items per student, randomized answer choices, time limits, and Attempt Logs that track student entry times, session IDs, and suspicious IP address changes. For advanced remote proctoring, institutions integrate tools like Respondus, Proctorio, or Integrity Advocate to monitor video feeds, lock browsers, and flag behavioral anomalies.