Does use of an administrator account prove the administrator was responsible?¶

No. An administrator account identifies a privileged security context, not necessarily the person controlling it. It may be shared, compromised, delegated, automated or active through an existing remote session.

Reconstruct the particular session¶

Establish authentication method, source device, session ID, remote-access route and any multi-factor event. Compare the action with the administrator's role, normal devices, approved work, communications and availability at the time.

One legitimate session does not explain every action if the account was used from several devices or locations. Preserve the full history and test the administrator's explanation against the records without treating denial as proof of compromise.

Attribute direction as well as execution¶

Automation can execute an action under the account, yet a person may still be responsible if they configured or directed the job. Conversely, account use through a compromised device may occur without the holder's knowledge.

Combine independent session, device, change and contextual evidence. Record conflicts rather than resolving them through account ownership.