Microsoft Defender Experts uncovered a multi-stage adversary-in-the-middle (AiTM) phishing and business email compromise (BEC) attack against banking and financial services organizations. The attack originated from a compromised trusted vendor and transitioned into a series of AiTM attacks and follow-on BEC activity spanning multiple organizations. This attack shows the complexity of AiTM and BEC threats, which abuse trusted relationships between vendors, suppliers, and other partner organizations with the intent of financial fraud.
While the attack achieved the end goal of a typical AiTM phishing attack followed by business email compromise, notable aspects, such as the use of indirect proxy rather than the typical reverse proxy techniques, exemplify the continuous evolution of these threats. The use of indirect proxy in this campaign provided attackers control and flexibility in tailoring the phishing pages to their targets and further their goal of session cookie theft. After signing in with the stolen cookie through a session replay attack, the threat actors leveraged multifactor authentication (MFA) policies that have not been configured using security best practices in order to update MFA methods without an MFA challenge. A second-stage phishing campaign followed, with more than 16,000 emails sent to the target’s contacts.
This attack highlights the complexity of AiTM attacks and the comprehensive defenses they necessitate. This sophisticated AiTM attack requires beyond the typical remediation measures for identity compromise such as a password reset. Affected organizations need to revoke session cookies and roll back MFA modifications made by the threat actor. The incident also highlights the importance of proactive threat hunting to discover new TTPs on previously known campaigns to surface and remediate these types of threats.
To launch this attack, the attackers used an AiTM phishing kit developed, maintained, and operated by a threat actor that Microsoft tracks as Storm-1167. As part of our threat actor tracking and naming taxonomy, Microsoft uses Storm-#### designations as a temporary name given to an unknown, emerging, or developing cluster of threat activity, allowing Microsoft to track it as a unique set of information until we reach high confidence about the origin or identity of the actor behind the activity.
Adversary-in-the-middle (T1557, T1111) is a type of attack that aims to intercept authentication between users and a legitimate authentication service for the purpose of compromising identities or performing other actions. The attackers position themselves between a user and the service to steal credentials and intercept MFA in order to capture the session cookie. The attackers can then replay the session with the stolen session cookie before the token expiration time and impersonate the user without user intervention or MFA. With this session, the attackers could access the affected user’s resources and applications and perform business email compromise attacks and other malicious activities. More details about AiTM campaigns can be found on the blog Attackers use AiTM phishing sites as entry point to further financial fraud.
Unlike campaigns we have previously reported, this attack did not use the reverse proxy method that AiTM kits like EvilProxy and NakedPages use, in which the attacker’s server proxies the request from the application’s legitimate sign-in page. Instead, the attack used AiTM attack with indirect proxy method, in which the attacker presented targets with a website that mimicked the sign-in page of the targeted application, as in traditional phishing attacks, hosted on a cloud service. The said sign-in page contained resources loaded from an attacker-controlled server, which initiated an authentication session with the authentication provider of the target application using the victim’s credentials.
In this AiTM attack with indirect proxy method, since the phishing website is set up by the attackers, they have more control to modify the displayed content according to the scenario. In addition, since the phishing infrastructure is controlled by the attackers, they have the flexibility to create multiple servers to evade detections. Unlike typical AiTM attacks, there are no HTTP packets proxied between the target and the actual website.
When MFA is requested after successful password validation, the server displays a fake MFA page. Once the MFA is provided by the user, the attacker uses the same MFA token in the initiated session with the authentication provider. Following successful authentication, the session token is granted to the attacker, and victim is redirected to another page. The following diagram illustrates the AiTM attack observed in this scenario:
Our investigation into an AiTM phishing attack using the Storm-1167 AiTM kit uncovered details of a campaign that led to BEC activity. In the following sections, we present our in-depth analysis of the end-to-end attack chain.
The attack started with a phishing email from one of the target organizations’ trusted vendors. The phishing email was sent with a seven-digit code as the subject. This code was unique for every target organization, which is likely a tracking mechanism for the attacker. The email body included a link to view or download a fax document. The link pointed to a malicious URL hosted on canva[.]com.
Sending phishing emails from a trusted vendor was one of the common behaviors that was observed for this threat actor across multiple targeted organizations. The intent of this behavior is to abuse the trusted vendor relationship and to blend with legitimate email traffic. A few of the target organizations had policies that automatically allow emails from trusted vendors, enabling the attacker to slip past detections.
Threat actors often abuse legitimate services and brands to avoid detection. In this scenario, we observed that the attacker leveraged the legitimate service Canva for the phishing campaign. Canva is a graphic design platform that allows users to create social media graphics, presentations, posters, and other visual content. Attackers abused the Canva platform to host a page that shows a fake OneDrive document preview and links to a phishing URL:
Accessing the URL redirected the user to a phishing page hosted on the Tencent cloud platform that spoofed a Microsoft sign-in page. The final URL was different for every user but showed the same spoofed sign-in page.
After the target provided the password on the phishing page, the attacker then used the credentials in an authentication session created on the target website. When the attacker is prompted with MFA in the authentication session, the attacker modified the phishing page into a forged MFA page (as seen below). Once the target completed the multifactor authentication, the session token was then captured by the attacker.
The phishing pages for the AiTM attack were hosted on IP addresses located in Indonesia. The follow-on sign-ins described in the following sections were also observed from the same IP addresses.
In a stolen session cookie replay attack, the attacker uses the valid stolen cookie to impersonate the user, circumventing authentication mechanisms of passwords and MFA. In this campaign, we observed that the attacker signed in with the stolen cookie after a few hours from an IP address based in the United States. The attacker masqueraded as the target with this session replay attack and accessed email conversations and documents hosted in the cloud. In addition, the attacker generated a new access token, allowing them to persist longer in the environment.
The attacker then proceeded to add a new MFA method for the target’s account, which was through phone based one-time password (OTP), in order to sign in using the user’s stolen credentials undetected. Adding a new MFA method, by default, does not require re-authentication. In this campaign, a common behavior that was observed was the attacker adding OneWaySMS, a phone-based OTP service, as a new MFA method in addition to the existing method used by the target. A phone number with the Iranian country code was observed added as the number used to receive the phone-based OTP.
The attacker later signed in with the new session token and created an Inbox rule with parameters that moved all incoming emails on the user’s mailbox to the Archive folder and marked all the emails as read.
Followed by Inbox rule creation, the attacker initiated a large-scale phishing campaign involving more than 16,000 emails with a slightly modified Canva URL. The emails were sent to the compromised user’s contacts, both within and outside of the organization, as well as distribution lists. The recipients were identified based on the recent email threads in the compromised user’s inbox. The subject of the emails contained a unique seven-digit code, possibly a tactic by the attacker to keep track of the organizations and email chains.
The attacker then monitored the victim user’s mailbox for undelivered and out of office emails and deleted them from the Archive folder. The attacker read the emails from the recipients who raised questions regarding the authenticity of the phishing email and responded, possibly to falsely confirm that the email is legitimate. The emails and responses were then deleted from the mailbox. These techniques are common in any BEC attacks and are intended to keep the victim unaware of the attacker’s operations, thus helping in persistence.
The recipients of the phishing emails from within the organization who clicked on the malicious URL were also targeted by another AiTM attack. Microsoft Defender Experts identified all compromised users based on the landing IP and the sign-in IP patterns.
The attacker was observed initiating another phishing campaign from the mailbox of one of the users who was compromised by the second AiTM attack. Microsoft revoked the compromised user’s session cookie, intervening with the second-stage attack.
This AiTM attack’s use of indirect proxy is an example of the threat’s increasingly complex and evolving TTPs to evade and even challenge conventional solutions and best practices. Proactively hunting for and quickly responding to threats thus becomes an even more important aspect in securing organization networks because it provides an added layer to other security remediations and can help address areas of defense evasion.
Microsoft Defender Experts is part of Microsoft’s global network of more than 8,000 security analysts and researchers who, through our managed services like Microsoft Defender Experts for Hunting, help extend organizations’ ability to defend their environment, manage security, and even augment SOC teams. Our experts also enrich our vast cross-domain signals and let us deliver coordinated threat defense in our security products and solutions.
In this incident, because our experts actively research for new AiTM and BEC techniques, they were able to create advanced hunting detections for the Defender Experts service. These detections, combined with our experts’ own analyses of the anomalous emails and user behavior, enabled them to uncover the attack at its early stages, analyze the entire attack chain, and identify and promptly reach out to affected and targeted customers through Defender Experts Notifications. They then continuously monitored the attack for any additional compromised users or changes in the phishing patterns as it rapidly unfolded into a large-scale campaign.
Defender Experts also initiated rapid response with Microsoft 365 Defender to contain the attack including:
Defender Experts further worked with customers to remediate compromised identities through the following recommendations:
Microsoft 365 Defender detects suspicious activities related to AiTM phishing attacks and their follow-on activities, such as session cookie theft and attempts to use the stolen cookie to sign into Exchange Online. To further protect themselves from similar attacks, organizations should also consider complementing MFA with conditional access policies, where sign-in requests are evaluated using additional identity-driven signals like user or group membership, IP location information, and device status, among others.
The general remediation measure for any identity compromise is to reset the password for the compromised user. However, in AiTM attacks, since the sign-in session is compromised, password reset is not an effective solution. Additionally, even if the compromised user’s password is reset and sessions are revoked, the attacker can set up persistence methods to sign-in in a controlled manner by tampering with MFA. For instance, the attacker can add a new MFA policy to sign in with a one-time password (OTP) sent to attacker registered mobile number. With this persistence mechanisms in place, the attacker can have control over the victim’s account despite conventional remediation measures.
While AiTM phishing attempts to circumvent MFA, implementation of MFA still remains an essential pillar in identity security and highly effective at stopping a wide variety of threats. MFA is the reason that threat actors developed the AiTM session cookie theft technique in the first place. Organizations are advised to work with their identity provider to ensure security controls like MFA are in place. Microsoft customers can implement through various methods, such as using the Microsoft Authenticator, FIDO2 security keys, and certificate-based authentication.
Defenders can also complement MFA with the following solutions and best practices to further protect their organizations from such attacks:
Because AiTM phishing attacks are complex threats, they require solutions that leverage signals from multiple sources. Microsoft 365 Defender uses its cross-domain visibility to detect malicious activities related to AiTM, such as session cookie theft and attempts to use stolen cookies for signing in.
Using Microsoft Defender for Cloud Apps connectors, Microsoft 365 Defender raises AiTM-related alerts in multiple scenarios. For Azure AD customers using Microsoft Edge, attempts by attackers to replay session cookies to access cloud applications are detected by Defender for Cloud Apps connectors for Office 365 and Azure. In such scenarios, Microsoft 365 Defender raises the following alert:
In addition, signals from these Defender for Cloud Apps connectors, combined with data from the Defender for Endpoint network protection capabilities, also triggers the following Microsoft 365 Defender alert on Azure AD environments:
A specific Defender for Cloud Apps connector for Okta, together with Defender for Endpoint, also helps detect AiTM attacks on Okta accounts using the following alert:
Other detections that show potentially related activity are the following:
Microsoft Defender for Office 365
Microsoft Defender for Cloud Apps
Azure AD Identity Protection
Microsoft 365 Defender
Microsoft Sentinel
Microsoft Sentinel customers can use the following analytic templates to find BEC related activities similar to those described in this post:
In addition to the analytic templates listed above Microsoft Sentinel customers can use the following hunting content to perform Hunts for BEC related activities:
For the latest security research from the Microsoft Threat Intelligence community, check out the Microsoft Threat Intelligence Blog: https://aka.ms/threatintelblog.
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