Detect Adversary-in-the-Middle in IBM QRadar
Adversaries may attempt to position themselves between two or more networked devices using an adversary-in-the-middle (AiTM) technique to support follow-on behaviors such as Network Sniffing (T1040), Transmitted Data Manipulation (T1565.002), or replay attacks. By abusing features of common networking protocols (ARP, DNS, LLMNR, DHCP), adversaries force devices to communicate through an adversary-controlled system to harvest credentials, session tokens, and sensitive data. Sub-techniques include LLMNR/NBT-NS Poisoning and SMB Relay (T1557.001), ARP Cache Poisoning (T1557.002), DHCP Spoofing (T1557.003), and Evil Twin wireless attacks (T1557.004). Common attack frameworks include Responder, Bettercap, Ettercap, ntlmrelayx, mitmproxy, dnschef, and EvilGinx2. Threat groups including Kimsuky, Sea Turtle, and Mustang Panda have leveraged AiTM positioning for large-scale credential theft, session hijacking, and DNS record manipulation at service providers.
MITRE ATT&CK
- Tactic
- Credential Access Collection
- Technique
- T1557 Adversary-in-the-Middle
- Canonical reference
- https://attack.mitre.org/techniques/T1557/
QRadar Detection Query
SELECT
DATEFORMAT(starttime, 'YYYY-MM-dd HH:mm:ss') AS event_time,
sourceip,
username,
"Image" AS process_image,
"CommandLine" AS command_line,
"ParentImage" AS parent_image,
QIDNAME(qid) AS event_name,
LOGSOURCETYPEID(devicetype) AS log_source_type,
CASE
WHEN LOWER("CommandLine") MATCHES '(responder|ntlmrelayx|smbrelayx|multirelay|impacket-ntlmrelayx)' THEN 'LLMNR_NBT_NS_Relay'
WHEN LOWER("CommandLine") MATCHES '(bettercap|ettercap|arpspoof|arp\s+-s)' THEN 'ARP_Poisoning'
WHEN LOWER("CommandLine") MATCHES '(mitmproxy|mitmdump|mitmweb|sslstrip)' THEN 'SSL_Interception'
WHEN LOWER("CommandLine") MATCHES '(dnschef|mitm6|evilginx)' THEN 'DNS_Spoofing'
WHEN LOWER("CommandLine") MATCHES '(set-dnsclientserveraddress|netsh interface ip set dns|netsh int ip set dns)' THEN 'DNS_Config_Modification'
ELSE 'AiTM_Tool_Other'
END AS detection_category
FROM events
WHERE
LOGSOURCETYPEID(devicetype) IN (
SELECT id FROM logsourcetypes WHERE name ILIKE '%windows%' OR name ILIKE '%sysmon%' OR name ILIKE '%microsoft%'
)
AND starttime > NOW() - 86400000
AND (
LOWER("CommandLine") MATCHES '(responder|ntlmrelayx|smbrelayx|multirelay|impacket-ntlmrelayx|bettercap|ettercap|arpspoof|mitmproxy|mitmdump|mitmweb|sslstrip|dnschef|mitm6|evilginx|arp-spoof|set-dnsclientserveraddress)'
OR LOWER("Image") MATCHES '(responder\.exe|bettercap\.exe|ettercap\.exe|mitmproxy|mitmdump|mitmweb|dnschef|evilginx|mitm6)'
OR (
LOWER("Image") MATCHES '(python\.exe|python3\.exe|python3)'
AND LOWER("CommandLine") MATCHES '(ntlmrelayx|smbrelayx|responder|mitm6|dnschef|evilginx|bettercap)'
)
OR (
LOWER("Image") ILIKE '%\\arp.exe'
AND LOWER("CommandLine") MATCHES '\s-s\s'
)
OR (
LOWER("Image") ILIKE '%\\netsh.exe'
AND LOWER("CommandLine") MATCHES '(interface.*dns.*set|int.*ip.*set.*dns)'
)
OR (
LOWER("Image") ILIKE '%\\powershell.exe'
AND LOWER("CommandLine") ILIKE '%Set-DnsClientServerAddress%'
)
)
ORDER BY starttime DESC
LIMIT 1000 AQL query for QRadar detecting known AiTM tooling execution via process command line and image name matching. Covers Responder, Bettercap, Ettercap, mitmproxy, ntlmrelayx, dnschef, mitm6, and EvilGinx2 via Windows/Sysmon process creation events. Categorizes detections by AiTM sub-technique.
Data Sources
Required Tables
False Positives & Tuning
- Authorized red team exercises using Responder or ntlmrelayx on isolated lab segments
- Network administrators reconfiguring DNS via netsh or PowerShell as part of change management
- Security researchers running mitmproxy for web application testing in approved environments
- Python developers using packages whose names partially match AiTM tool keywords
Other platforms for T1557
Testing Methodology
Validate this detection against 5 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 1ARP Static Entry Manipulation (Windows)
Expected signal: Sysmon Event ID 1: Process Create with Image=C:\Windows\System32\arp.exe, CommandLine='arp -s 192.168.100.254 00-AA-BB-CC-DD-EE'. Security Event ID 4688 (if command-line auditing is enabled). No network events expected as this is a local table modification.
- Test 2DNS Server Change via netsh (Windows)
Expected signal: Sysmon Event ID 1: Process Create with Image=C:\Windows\System32\netsh.exe, CommandLine containing 'interface ip set dns'. Sysmon Event ID 13: Registry value set under HKLM\SYSTEM\CurrentControlSet\Services\Tcpip\Parameters\Interfaces\{GUID}\NameServer with new value '127.0.0.1'.
- Test 3DNS Server Change via PowerShell (Windows)
Expected signal: Sysmon Event ID 1: Process Create with Image=powershell.exe, CommandLine containing 'Set-DnsClientServerAddress'. Sysmon Event ID 13: Registry modification at HKLM\SYSTEM\CurrentControlSet\Services\Tcpip\Parameters\Interfaces\{GUID}\NameServer. PowerShell ScriptBlock Log Event ID 4104 showing the Set-DnsClientServerAddress call.
- Test 4ARP Poisoning Tool Execution — arpspoof (Linux)
Expected signal: Syslog or auditd process creation event for arpspoof. On systems with Sysmon for Linux (sysmonforlinux): Event ID 1 Process Create with Image path to arpspoof binary and CommandLine '-i lo -t 127.0.0.1 127.0.0.2'. Auditd syscall records for execve with the arpspoof arguments.
- Test 5mitmproxy SSL Interception Tool Invocation (Linux/macOS)
Expected signal: Process creation event for mitmproxy binary (path varies by pip install location, typically ~/.local/bin/mitmproxy or /usr/local/bin/mitmproxy). Sysmon Event ID 1 (if Sysmon for Linux deployed) with Image containing 'mitmproxy' and CommandLine '--version'. Auditd EXECVE syscall record.
References (12)
- https://attack.mitre.org/techniques/T1557/
- https://www.rapid7.com/fundamentals/man-in-the-middle-attacks/
- https://github.com/lgandx/Responder
- https://www.bettercap.org/
- https://github.com/mitmproxy/mitmproxy
- https://github.com/kgretzky/evilginx2
- https://github.com/fox-it/mitm6
- https://www.microsoft.com/en-us/security/blog/2022/11/16/token-tactics-how-to-prevent-detect-and-respond-to-cloud-token-theft/
- https://blog.talosintelligence.com/sea-turtle/
- https://github.com/SecureAuthCorp/impacket/blob/master/impacket/examples/ntlmrelayx/
- https://learn.microsoft.com/en-us/defender-endpoint/advanced-hunting-deviceregistryevents-table
- https://learn.microsoft.com/en-us/windows-server/networking/technologies/ipam/dns-resource-record-management
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