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Unlock with Pro - from £29/user/moDetect IBM Langflow Code Injection Exploitation (CVE-2026-9198) in Microsoft Sentinel
Detects exploitation attempts against IBM Langflow instances vulnerable to CVE-2026-9198, a code injection vulnerability (CWE-94) that allows unauthenticated or authenticated attackers to execute arbitrary code via crafted requests to Langflow's component/flow execution API. This vulnerability is listed in CISA KEV and is being actively exploited in the wild. Detection focuses on anomalous process execution spawned by the Langflow application, suspicious payloads to Langflow API endpoints, and post-exploitation indicators such as reverse shells, credential harvesting, or outbound C2 connections originating from Langflow hosts.
MITRE ATT&CK
- Tactic
- Initial Access Execution Persistence
KQL Detection Query
let LangflowHosts = dynamic(["langflow", "7860"]);
DeviceProcessEvents
| where InitiatingProcessCommandLine has_any ("langflow", "python -m langflow", "uvicorn") or InitiatingProcessFolderPath has "langflow"
| where FileName in~ ("bash", "sh", "powershell.exe", "cmd.exe", "python.exe", "python3", "curl", "wget", "nc", "ncat", "perl", "ruby")
| where ProcessCommandLine has_any ("/bin/sh -c", "eval(", "exec(", "os.system", "subprocess", "base64 -d", "IEX", "Invoke-Expression", "curl http", "wget http", "0>&1")
| project TimeGenerated, DeviceName, InitiatingProcessFileName, InitiatingProcessCommandLine, FileName, ProcessCommandLine, AccountName
| order by TimeGenerated descDetects suspicious child processes (shells, interpreters, network utilities) spawned by the Langflow application process, indicative of code injection exploitation via CVE-2026-9198.
Data Sources
Required Tables
False Positives & Tuning
- Legitimate Langflow developers testing custom Python component code that shells out intentionally
- CI/CD pipelines invoking Langflow via automation scripts that use interpreters
- Administrative maintenance scripts that restart or manage the Langflow service using shell commands
Other platforms for CVE-2026-9198
Testing Methodology
Validate this detection against 3 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 1Simulate Langflow Component Code Injection via Python eval
Expected signal: Process creation event showing python3 as parent spawning bash child process with command line containing 'echo LANGFLOW_ATOMIC_TEST_INJECTION'
- Test 2Simulate Reverse Shell Spawn from Langflow Process
Expected signal: Process and network events showing bash establishing an outbound TCP connection with redirected file descriptors (0>&1 pattern) in command line.
- Test 3Simulate PowerShell Encoded Command Execution via Langflow on Windows
Expected signal: Windows Security Event ID 4688 / Sysmon Event ID 1 showing powershell.exe launched with -EncodedCommand flag, ideally with a Langflow-related parent process (python.exe or uvicorn).
References (4)
- https://www.ibm.com/support/pages/node/7278927
- https://www.cisa.gov/news-events/directives/bod-26-04-prioritizing-security-updates-based-risk
- https://www.cisa.gov/news-events/directives/bod-26-04-implementation-guidance-prioritizing-security-updates-based-risk
- https://nvd.nist.gov/vuln/detail/CVE-2026-9198
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