Methods, systems, and devices for maintaining academic integrity are disclosed herein. In some embodiments, an academic integrity system can maintain user profile data and receive integrity data. The integrity data can include data identifying one or several attributes of an actual user. This integrity data can be compared to the user profile data to determine a likelihood that the alleged user is the actual user. The likelihood that the alleged user is the actual user is compared to an academic integrity criterion. The result of this comparison is used to determine whether to request additional integrity data or to confirm or deny the identity of the actual user.
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