Severity by source
AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Network-accessible submission requires only low-privileged auth; AST bypass yields arbitrary code execution warranting C:H/I:H/A:H with no scope change.
Primary rating from Vendor (ibm).
CVSS VectorVendor: ibm
Lifecycle Timeline
2DescriptionCVE.org
IBM Langflow OSS 1.0.0 through 1.10.3 could allow a remote authenticated attacker to execute arbitrary code due to improper validation of Python code during AST-based security scanning.
AnalysisAI
Remote code execution in IBM Langflow OSS 1.0.0-1.10.3 allows authenticated remote attackers to inject and execute arbitrary Python code by crafting payloads that evade the platform's AST-based security scanning mechanism. The flaw (CWE-94, Code Injection) is particularly insidious because the defensive AST validation layer gives a false sense of protection while silently passing malicious constructs to the Python runtime. No public exploit or CISA KEV listing exists at time of analysis, but the low-complexity, fully network-accessible attack path with complete confidentiality, integrity, and availability impact warrants urgent patching - especially for any internet-exposed or multi-tenant deployments.
Technical ContextAI
IBM Langflow OSS is an open-source AI workflow orchestration platform that enables users to design and deploy LLM-based pipelines by wiring together components, including user-supplied Python code blocks. To guard against malicious code execution, the platform implements an AST (Abstract Syntax Tree)-based security scanner intended to inspect Python submissions before they are executed. CWE-94 (Improper Control of Generation of Code - Code Injection) identifies the root cause: the AST scanner fails to correctly detect or block certain malicious Python constructs - for example, obfuscated syntax, indirect attribute lookups, or dynamically constructed callables - allowing crafted payloads to pass validation and be executed by the underlying Python interpreter. The affected scope is confirmed by CPE cpe:2.3:a:ibm:langflow_oss:*:*:*:*:*:*:*:* covering all releases from 1.0.0 through 1.10.3. Because code execution is an intended product capability, the attack surface is inherent to the platform's design, and the bypass of the AST guard is the sole exploitation barrier.
RemediationAI
Apply the vendor-released patch confirmed available via IBM Security Advisory at https://www.ibm.com/support/pages/node/7282646. The exact fixed version number is not specified in available intelligence and must be confirmed directly from the advisory before upgrading. If immediate patching is not feasible, implement network-layer controls to restrict access to the Langflow interface to only trusted internal networks or specific user IP ranges, reducing external attack surface without disabling the product - note this does not mitigate insider threat or compromised accounts. Additionally, audit and minimize the set of authenticated user accounts with access to code execution features, applying principle of least privilege. These compensating controls reduce exposure but do not eliminate the vulnerability; full remediation requires the vendor patch.
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Same weakness CWE-94 – Code Injection
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External POC / Exploit Code
Leaving vuln.today
EUVD-2026-53576
GHSA-xhf7-92wh-rvrx