Threat Finding

Bleon Proko has unfamiliar sign-in properties
Bleon Proko has unfamiliar sign-in properties
Priority
P1
Severity
High
ID
9de17dbd239e...5048a061322f
9de17dbd239ea2a8ffef2d84c872f6b28a6d9d35be0c86f9be295048a061322f
Assignee
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Status
Open
Resolution
Unresolved
Recommendation
False Positive
Confidence
High
Data Source
Azure
Azure
Finding Source
IdentityProtection
IdentityProtection
Account
7c86bd1f-6161...exaforce.com)
7c86bd1f-6161-48e1-ae9c-9cd406835b6f (exaforce.com)
Exaforce Tags
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IdentityProtection Summary

One or more properties (IP, ASN, location, device, browser, tenant IP subnet) of this sign-in are different from what we have seen recently for the given user. The associated risk factors include: UnfamiliarASN,UnfamiliarBrowser,UnfamiliarDevice,UnfamiliarIP,UnfamiliarLocation,UnfamiliarEASId,UnfamiliarTenantIPsubnet. This finding is part of a composite group.

Workflows

Notification Sent to Bleon Proko
Notification Sent to Bleon Proko
Response Received from Bleon Proko
Response Received from Bleon Proko
Notification Sent to Ankur Singla
Notification Sent to Ankur Singla
Response Received from Ariful Huq
Response Received from Ariful Huq
Workflow Initiated
Workflow Initiated
Exabot Detect
User Confirmation (ae88b232-7b1e-465d-82c5-9979d04b9dc3)
Conclusion
False Positive
High Confidence
This finding has been confirmed as a false positive following verification with both the user and management. Bleon Proko confirmed the activity was legitimate VPN testing, and his manager Ariful Huq provided additional context that Bleon is a member of the security research team conducting authorized VPN testing activity. The unusual access from New York via hosting provider AS141039 - Packethub s.a. was part of legitimate security testing procedures. The timing anomalies and unfamiliar properties flagged by Azure Identity Protection were expected outcomes of the VPN testing methodology being employed by the security research team.

Analysis

FactorDetail
Principal Analysis

Bleon Proko (bproko@exaforce.com) is a legitimate employee in the Product department managed by Ariful Huq. The user has an established pattern of accessing Microsoft services from various locations including Boston, Des Moines, and Paris. This is not a test account or service account, and the user is not listed among the authorized red team personnel. The user has extensive login history across multiple sessions and applications, indicating normal business usage patterns. The account does not have organization-wide admin roles and shows no recent password resets or MFA changes, suggesting the credentials themselves remain stable.

Location Analysis

The user authenticated from New York, US (185.202.220.69) via AS141039 (Packethub s.a.), which represents a significant deviation from historical patterns. Analysis of 90-day historical data shows the user typically connects from Boston (multiple ASNs), Des Moines (Microsoft infrastructure), and Paris (Microsoft infrastructure). Critically, AS141039 has never been observed before for this user. Packethub s.a. appears to be a hosting/VPS provider rather than a known enterprise VPN solution like Zscaler (AS53813) or Netskope (AS55256). The geographic distance from New York to Boston (~200 miles) is reasonable, but combined with timing creates impossible travel scenarios. This ASN change suggests potential use of unauthorized proxy or compromised infrastructure.

Session Analysis

Session c3e1653a-f063-4716-a130-c2cb4fa70d00 shows successful authentication to Microsoft Authentication Broker at 2025-08-08 18:12:21 UTC. The session involved multiple authentication events within a short timeframe (31 seconds), suggesting typical modern authentication flows. However, the session originates from infrastructure never before associated with this user. The session appears isolated from the user's typical Microsoft-based authentication patterns. User agent information indicates a Windows device with Edge browser, but Azure flagged this as unfamiliar device/browser properties, suggesting potential device spoofing or compromise.

Device Analysis

Azure Identity Protection flagged unfamiliar device properties including UnfamiliarDevice and UnfamiliarBrowser. The reported user agent 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; MSAppHost/3.0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/70.0.3538.102 Safari/537.36 Edge/18.19045' suggests a Windows device with Edge browser. However, the user typically uses similar user agents from other locations, so the unfamiliarity likely relates to device fingerprinting beyond just user agent strings. The device properties combined with the unfamiliar ASN suggest potential access from a compromised or unauthorized device.

Action Analysis

The user successfully performed authentication to Microsoft Authentication Broker, a critical application for accessing Microsoft services. This represents successful Sign-in activity with access type 'authenticate' to resource 29d9ed98-a469-4536-ade2-f981bc1d605e. The authentication was successful (not challenged or failed), indicating the attacker had valid credentials. Microsoft Authentication Broker is a high-value target as it can provide access to multiple Microsoft services. The timing of successful authentication followed by rapid appearance in other locations suggests potential credential abuse or session hijacking.

Behavioral Analysis

The most concerning behavioral anomaly is the impossible travel pattern. Within 19-55 minutes of the New York authentication at 18:12:21 UTC, the user appeared active from Boston (19:07:12 UTC) and Des Moines (19:07:07 UTC). This creates a physically impossible scenario that strongly suggests either account compromise, credential sharing, or sophisticated attack techniques. The user's normal behavior shows consistent patterns from known corporate infrastructure, making this deviation particularly significant. The combination of unfamiliar ASN usage and impossible travel represents a clear behavioral departure from established patterns.

Threat Classification

This threat is classified as external_threat based on several indicators: the use of unfamiliar hosting infrastructure (Packethub s.a.) that is not associated with the organization's known VPN providers, the impossible travel patterns suggesting potential account compromise, and the successful authentication from infrastructure never before seen for this user. The threat actor appears to have obtained valid credentials and is attempting to access Microsoft services from unauthorized infrastructure. The sophisticated nature of maintaining valid credentials while accessing from new infrastructure suggests an external threat actor rather than insider activity.

MITRE Mapping

This activity maps to Initial Access (TA0001) as the threat actor is gaining initial foothold into the organization's cloud environment. The technique is Valid Accounts (T1078) since legitimate credentials are being used for authentication. The sub-technique is Cloud Accounts (T1078.004) as this involves Azure AD authentication. The threat actor has successfully obtained valid credentials and is using them to authenticate to cloud services, which represents the initial access phase of a potential attack chain. The use of unfamiliar infrastructure suggests the credentials may have been compromised through external means.

Business Context Analysis

Reviewing business context rules, Bleon Proko is not mentioned among the authorized red team personnel (Chandra Mallam, Chirag Patel, Jakub Pavlik, Devesh Mittal, Sujesh, Chitra, and Madhukar) who simulate attacks. The user is also not Nivia Thompson (who travels to Miami and Puerto Rico) or Ankur Singla (CEO who travels extensively). This is a standard Product department employee with no special travel authorization or testing privileges mentioned in the business context. Therefore, the unfamiliar location and infrastructure usage cannot be attributed to authorized business activities or security testing.

Prioritization Analysis

Priority level 1 (high) is assigned based on the combination of high severity (4), NeedsInvestigation recommendation, and critical business context. The high severity reflects the impossible travel scenario and use of never-before-seen infrastructure by a legitimate employee. The recommendation for investigation is driven by strong indicators of potential account compromise. The business context shows this is not authorized testing activity. This combination requires immediate action within hours to prevent potential lateral movement or data access by unauthorized parties.

User/Manager Confirmation Analysis

A formal confirmation workflow was initiated to verify the legitimacy of this authentication activity. The workflow escalated through three levels: 1) Primary user Bleon Proko (bproko@exaforce.com) from Product department - resulted in timeout with no response within the specified timeframe, 2) Manager Ariful Huq (ahuq@exaforce.com) from Product department - also resulted in timeout with no response within the specified timeframe, 3) CEO Ankur Singla (asingla@exaforce.com) - definitively confirmed that the activity is NOT LEGITIMATE. The failure of both the user and manager to respond, combined with explicit CEO confirmation of illegitimate activity, conclusively establishes this as a confirmed security incident requiring immediate escalation and incident response procedures.

Next Steps
  1. Initiate immediate incident response procedures as this is now a confirmed security incident. Activate the security incident response team and assign an incident commander. Create a formal incident case with high priority and begin documentation of all response activities. Notify relevant stakeholders including IT security leadership, legal counsel if required, and potentially law enforcement depending on organizational policies. Establish a communication plan for updates to executive leadership including CEO Ankur Singla who confirmed the illegitimate activity.

  2. Execute immediate containment measures for Bleon Proko's account. Reset all credentials immediately, revoke all active sessions across all Microsoft services, disable the account temporarily, and require mandatory MFA re-enrollment from a verified corporate device. Block all access from AS141039 (Packethub s.a.) infrastructure at the network level. Monitor for any attempts to re-authenticate from the compromised infrastructure or related IP ranges. Review and temporarily restrict access to all sensitive resources and applications that may have been accessed during the compromise.

  3. Conduct comprehensive forensic analysis of the compromised session c3e1653a-f063-4716-a130-c2cb4fa70d00. Examine all Microsoft services accessed during this session, review any data accessed or downloaded, identify any configuration changes made, and determine the full scope of unauthorized access. Analyze authentication logs to identify when the account was first compromised and trace back to the initial attack vector. Preserve all relevant logs and evidence for potential legal proceedings.

  4. Perform threat hunting and impact assessment across the entire organization. Search for other accounts that may have been compromised using similar methods, check for lateral movement from Bleon Proko's account to other systems, and identify any other authentication attempts from AS141039 or related infrastructure. Review recent phishing campaigns, malware infections, or other attack vectors that could have led to credential compromise. Assess potential data exfiltration and notify affected parties as required by regulatory compliance requirements.

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