Anomalous Cloud File Download Activity

This rule monitors Office 365 file download activity, identifying users whose download volume significantly deviates from their historical baseline. It specifically looks for an unusually high number of unique files downloaded in a one-hour window, while excluding known service accounts and synchronization agents like OneDrive sync client.