Detect Exfiltration over USB in IBM QRadar
Adversaries may attempt to exfiltrate data over a USB connected physical device. In certain circumstances, such as an air-gapped network compromise, exfiltration could occur via a USB device introduced by a user. The USB device could be used as the final exfiltration point or to hop between otherwise disconnected systems. Threat actors including APT30 (SPACESHIP), ProjectSauron (Remsec), APT28 (USBStealer), Tropic Trooper, Mustang Panda, and malware families like Agent.btz and Machete have all used USB-based exfiltration techniques.
MITRE ATT&CK
- Tactic
- Exfiltration
- Technique
- T1052 Exfiltration Over Physical Medium
- Sub-technique
- T1052.001 Exfiltration over USB
- Canonical reference
- https://attack.mitre.org/techniques/T1052/001/
QRadar Detection Query
SELECT
DATEFORMAT(starttime/1000, 'yyyy-MM-dd HH:mm:ss') AS event_time,
sourceip,
username,
hostname,
QIDNAME(qid) AS event_name,
SUM(CASE WHEN LOGSOURCETYPENAME(devicetype) = 'Sysmon' AND eventid = '11' THEN 1 ELSE 0 END) AS files_copied,
SUM(CASE WHEN eventid IN ('6416', '20001') THEN 1 ELSE 0 END) AS usb_inserts,
MAX("TargetFilename") AS file_sample
FROM events
WHERE
LOGSOURCETYPENAME(devicetype) IN ('Microsoft Windows Security Event Log', 'Sysmon', 'Universal DSM')
AND (
(
eventid IN ('6416', '20001')
AND (
LOWER("DeviceDescription") ILIKE '%usb%'
OR LOWER("DeviceDescription") ILIKE '%removable%'
OR LOWER("DeviceDescription") ILIKE '%flash%'
OR LOWER("DeviceDescription") ILIKE '%thumb%'
)
)
OR (
eventid = '11'
AND (
"TargetFilename" ILIKE 'D:\\%' OR "TargetFilename" ILIKE 'E:\\%'
OR "TargetFilename" ILIKE 'F:\\%' OR "TargetFilename" ILIKE 'G:\\%'
OR "TargetFilename" ILIKE 'H:\\%' OR "TargetFilename" ILIKE 'I:\\%'
OR "TargetFilename" ILIKE 'J:\\%'
)
AND (
LOWER("TargetFilename") ILIKE '%.zip' OR LOWER("TargetFilename") ILIKE '%.rar'
OR LOWER("TargetFilename") ILIKE '%.7z' OR LOWER("TargetFilename") ILIKE '%.pdf'
OR LOWER("TargetFilename") ILIKE '%.docx' OR LOWER("TargetFilename") ILIKE '%.xlsx'
OR LOWER("TargetFilename") ILIKE '%.csv' OR LOWER("TargetFilename") ILIKE '%.kdbx'
OR LOWER("TargetFilename") ILIKE '%.pem' OR LOWER("TargetFilename") ILIKE '%.key'
OR LOWER("TargetFilename") ILIKE '%.pfx' OR LOWER("TargetFilename") ILIKE '%.db'
OR LOWER("TargetFilename") ILIKE '%.tar' OR LOWER("TargetFilename") ILIKE '%.gz'
)
)
)
GROUP BY sourceip, username, hostname
HAVING SUM(CASE WHEN eventid = '11' THEN 1 ELSE 0 END) >= 5
ORDER BY files_copied DESC
LAST 24 HOURS AQL query aggregating Windows Security Event ID 6416 / 20001 (PnP device connection with USB descriptor) and Sysmon Event ID 11 (FileCreate) targeting removable drive paths D through J with sensitive file extensions. Groups results by source IP, username, and hostname; HAVING clause enforces a minimum of 5 file write events. USB insertion presence is reported as a correlated signal.
Data Sources
Required Tables
False Positives & Tuning
- IT helpdesk staff performing USB-based OS deployments or WIM-based reimaging that writes dozens of compressed files to removable media on a regular maintenance cycle
- Development or QA teams copying build artifacts, firmware packages, or compressed test datasets to USB drives for distribution to isolated lab environments
- Finance or legal teams conducting court-ordered or regulatory data exports where large numbers of document files are copied to encrypted USB storage as part of an approved process
Other platforms for T1052.001
Testing Methodology
Validate this detection against 4 adversary techniques from Atomic Red Team. Each test below lists the behaviour to exercise and the telemetry you should expect to see. Executable commands and cleanup steps are available with Pro.
- Test 1Manual File Copy to USB Drive via xcopy
Expected signal: Sysmon Event ID 11 (FileCreated): Multiple file creation events with TargetFilename starting with E:\ and InitiatingProcessFileName=xcopy.exe. Sysmon Event ID 1 (ProcessCreate): xcopy.exe process creation with command line referencing TEMP and E: drive. Security Event ID 4663 (if object access auditing enabled): File access on source files.
- Test 2PowerShell Automated File Staging and USB Copy
Expected signal: Sysmon Event ID 1 (ProcessCreate): powershell.exe with -ExecutionPolicy Bypass flag. Sysmon Event ID 11 (FileCreated): 6 file creation events under E:\.hidden_sync\ with various sensitive extensions. PowerShell ScriptBlock Log Event ID 4104: Full script content including drive path and file names. Security Event ID 6416 (if auditing enabled): may correlate with prior USB insertion.
- Test 3Create Agent.btz-style thumb.dd Artifact on USB
Expected signal: Sysmon Event ID 11 (FileCreated): TargetFilename=E:\thumb.dd, InitiatingProcessFileName=powershell.exe. PowerShell ScriptBlock Log Event ID 4104: Script showing system information collection and file write to USB path. Security Event ID 4688: Process creation for powershell.exe.
- Test 4Robocopy Bulk Transfer to Removable Drive with Mirror
Expected signal: Sysmon Event ID 1 (ProcessCreate): robocopy.exe with MIR flag targeting E: drive. Sysmon Event ID 11 (FileCreated): 10+ file creation events under E:\backup_sync\. Security Event ID 4688: robocopy.exe process creation with full command line (if process command line auditing enabled via GPO).
References (12)
- https://attack.mitre.org/techniques/T1052/001/
- https://www.fireeye.com/content/dam/fireeye-www/global/en/current-threats/pdfs/rpt-apt30.pdf
- https://securelist.com/faq-the-projectsauron-apt/75533/
- https://www.welivesecurity.com/2014/11/11/sednit-espionage-group-attacking-air-gapped-networks/
- https://www.trendmicro.com/en_us/research/20/e/tropic-trooper-s-back-usbferry-attack-targets-air-gapped-environments.html
- https://www.avira.com/en/blog/mustang-panda-threat-actor-is-adding-new-techniques-to-its-arsenal
- https://securelist.com/agent-btz-a-source-of-inspiration/58551/
- https://www.welivesecurity.com/2019/08/05/machete-just-got-sharper-venezuelan-government-institutions-under-attack/
- https://learn.microsoft.com/en-us/windows/security/threat-protection/auditing/audit-pnp-activity
- https://github.com/redcanaryco/atomic-red-team/blob/master/atomics/T1052.001/T1052.001.md
- https://docs.microsoft.com/en-us/windows/win32/sysinfo/registry-key-security-and-access-rights
- https://www.sans.org/blog/investigating-usb-drive-forensics-on-windows/
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