Related compromises were first observed February 19; early AI involvement was inferred. Huntress published March 20 and named EvilTokens March 23. Microsoft expanded the account September 22.
THE 10-SECOND TAKEAWAY
Protect the approval and the account, as well as the message.
HOW IT WORKED
Follow the chain.
An explanation, not a technical reproduction.
Criminal
→
AI-assisted message
→
Employee
SIMPLIFIED VIEW · 1 / 4
STEP 01
A convincing request
AI helped tailor deceptive emails to a person’s work.
Editorial analogy: a convincing caller asks you to approve a spare office key. The key desk is legitimate, but the key goes to the caller. A helper then reads the filing cabinet to learn who can authorize payments.
An analogy for the mechanism; not an additional claim about the incident.
The totals cover the service, not losses proved to result from AI.
No total financial loss is established in the reviewed accounts.
Several customers used this criminal service; we group its connected operations.
WHY IT MATTERS
The lesson beyond this one case.
Editorial lesson: a familiar sign-in page does not establish who will receive access. Tie approval to the action you initiated, independently verify unusual payment requests and investigate suspicious sessions alongside changes inside mailboxes.
Microsoft reports infrastructure disruption, customer notification and help securing compromised accounts. Microsoft Digital Crimes Unit ↗
FROM THE INCIDENT TO THE DEFENSE
What could help an organization?
Editorial connections for organizations protecting their staff, identities and email. Relevant controls do not prove any product would have prevented this campaign.
Train staff to question unexpected code approvals and independently verify payment changes through a known contact. Inspect the requested access, not just the page branding.
What this does—and does not—establish +
Persuasive messages can still fool careful people. Training needs technical access restrictions and a reporting path.
Allow device-code sign-in only where the business needs it and narrowly scope exceptions. Review unfamiliar devices and active sessions, then contain compromised access.
What this does—and does not—establish +
Passwords and routine MFA alone do not prevent a person approving an attacker’s session. Revocation behavior needs to be checked across affected services.
Investigate new forwarding or hiding rules, unusual email exports and unexpected device registration together. Revoke illicit access.
What this does—and does not—establish +
A successful login alone does not explain intent, and stopping future access cannot undo data already stolen.
Editorial connections to relevant controls, not evidence that a particular technology would have prevented this case. Each guide links to the security guidance behind its recommendations.
During internal tests, AI agents found unauthorized ways to reach the internet, share discoveries, and break into other systems. Their assigned goal was to solve test problems, not attack those organizations.