Case Study / 01
The Nimbus Account Compromise
An external operator reused a leaked personal-email password to log into a corporate RDP account, enumerated HR file shares, and staged HR data for exfiltration. Reconstructed end to end from endpoint and identity telemetry.
Microsoft Defender for Endpoint + KQL (Advanced Hunting)
Subject account
m.reed
Host
nh-wks-it-01
Investigation window
2026-05-25 → 2026-05-30
Classification
External account compromise
Determine whether the m.reed account was behaving as expected on nh-wks-it-01 and, if not, reconstruct how the account was accessed, what the operator did once inside, and whether anything left the environment.
Corporate endpoint and identity telemetry queried via Microsoft Defender for Endpoint Advanced Hunting (DeviceLogonEvents, DeviceProcessEvents, and DeviceFileEvents) across the subject workstation (nh-wks-it-01) and the HR file server (NH-FS-01).
The hunt started from a single anomalous logon and was worked forward hypothesis by hypothesis: who is behind the account, how did they get in, what did they do once inside, and whether anything left the building. Each answer below was pulled directly from Defender Advanced Hunting, not inferred.
- Step 01
Operator finds m.reed's public professional profile and pivots to a personal email address.
- Step 02
Personal email cross-referenced against breach data: a reused corporate-equivalent credential is identified.
- Step 03
Low-volume, targeted credential-guessing burst (3 failures, 1 success) against the remote support endpoint.
- Step 04
Successful RDP (RemoteInteractive) logon from the first external IP.
- Step 05
Initial reconnaissance: whoami, hostname, ipconfig /all, whoami /groups.
- Step 06
File server share enumeration (net view \\NH-FS-01) and HR group enumeration (net group "NH-HR-Users" /domain).
- Step 07
Roughly 10-minute session gap, then the operator reconnects from a second external IP.
- Step 08
RDP channel check (net view \\tsclient) confirms the mapped client-drive path.
- Step 09
HR data staged locally and compressed into an archive.
- Step 10
Archive exfiltrated via the mapped RDP client drive.
- Step 11
No malware or persistence mechanisms were deployed at any point.
The account's public professional profile listed a personal address, mason.reed@hotmail.com. That address cross-referenced against the Synthient Credential Stuffing Threat Data breach set, which held plaintext credentials from a prior, unrelated breach reused verbatim against the corporate remote-support endpoint (135.237.163.62). Logon telemetry shows a short, targeted guessing burst (3 failures, 1 success) from 116.45.242.115, followed by a successful RemoteInteractive (RDP) logon. That low-volume, immediately-successful pattern points to credential reuse, not brute force.
Query 01: Isolating the external logon source
DeviceLogonEvents
| where TimeGenerated between (datetime(2026-05-25) .. datetime(2026-05-30 23:59:59))
| where DeviceName startswith "nh-wks-it-01"
| where AccountName == "m.reed"
| where RemoteIP != ""
| summarize count() by RemoteIP, ActionTypeQuery 02: Confirming the logon type (RDP vs. other)
DeviceLogonEvents
| where TimeGenerated between (datetime(2026-05-25) .. datetime(2026-05-30 23:59:59))
| where DeviceName startswith "nh-wks-it-01"
| where AccountName == "m.reed"
| where RemoteIP == "116.45.242.115"
| project LogonId, LogonTypeQuery 03: Tracing where the target file was staged
DeviceFileEvents
| where TimeGenerated between (datetime(2026-05-25) .. datetime(2026-05-30 23:59:59))
| where DeviceName startswith "nh-wks-it-01"
| where FileName startswith "access_request"
| where InitiatingProcessAccountName == "m.reed"
| project TimeGenerated, ActionType, FileName, FolderPath,
InitiatingProcessFileName, InitiatingProcessCommandLine
| order by TimeGenerated ascQuery 04: Confirming the exfil path via the RDP client drive
DeviceFileEvents
| where TimeGenerated between (datetime(2026-05-25) .. datetime(2026-05-30 23:59:59))
| where DeviceName startswith "nh-wks-it-01"
| where FileName has ".zip"
| where InitiatingProcessAccountName == "m.reed"
| order by TimeGenerated asc| Compromised account | m.reed |
| Host | nh-wks-it-01 |
| Personal email (OSINT pivot) | mason.reed@hotmail.com |
| Breach source | Synthient Credential Stuffing Threat Data |
| Remote support endpoint (public) | 135.237.163.62 |
| Attacker IP #1 (guessing → success) | 116.45.242.115 |
| Attacker IP #2 (session switch) | 45.131.194.61 |
| Staging directory | C:\Users\m.reed\Documents\SupportReview\ |
| Archive | support_review_202605.zip |
| Exfil path | \\tsclient\G\Temp\NimbusSupport\ |
| Target data | access_request_queue_20260526.csv |
Post-logon process telemetry shows textbook reconnaissance (whoami, hostname, ipconfig /all, whoami /groups), followed by share enumeration (net view \\NH-FS-01) and HR group enumeration (net group "NH-HR-Users" /domain). After a roughly 10-minute session gap, the operator reconnected from a second external IP (45.131.194.61) and continued: a channel check (net view \\tsclient) confirmed the RDP mapped-drive path was reachable, HR data (access_request_queue_20260526.csv) was staged in C:\Users\m.reed\Documents\SupportReview\, compressed to support_review_202605.zip, and moved out through the RDP client drive to \\tsclient\G\Temp\NimbusSupport\. Checks for scheduled tasks, new services, and autorun entries turned up nothing beyond legitimate Windows/OneDrive housekeeping. No persistence was established, and the account never touched NH-FS-01 with an interactive logon.
External account compromise, not insider misuse. No malware or persistence artifacts were found, which rules out a tooling-based intrusion, and nothing in the session indicates the legitimate user was driving the activity, which rules out genuine insider access. The evidence is consistent with an external operator remotely driving m.reed's session end to end.
First containment: disable or suspend m.reed and terminate all active sessions. A password reset alone isn't enough while the attacker is operating through an already-authenticated, live session, since existing tokens and mapped connections can outlive a password change. Because the exfiltrated file contained employee personal data (HR access-request records), the finding was escalated as a data-breach and privacy matter subject to breach-notification review.
Credential reuse from a public breach was enough to fully compromise a corporate account with no malware and no persistence. Detection has to catch the behavior itself (an unfamiliar RemoteInteractive source IP, a share-enumeration command, a client-drive file transfer), because there was no payload to catch. Correlating a single new source IP against a low-and-slow guessing pattern, instead of watching only for high-volume brute force, would have surfaced this several steps earlier in the chain.
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