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Reference

Appendix A: High-Severity CVE Cross-Reference

Source: https://github.com/nuclide-research/AI-LLM-Infrastructure-OSINT/blob/main/shodan/queries/appendix-cve

New in v2 · Section verified: April 2026

Queries where the exposure is the vulnerability, matching a banner is already enough to flag the host for patching or further investigation. Prioritize these when triaging bulk results.

ServiceCVEClassNotes
Ray DashboardCVE-2023-48022Unauth RCEShadowRay. Job submission API accepts arbitrary commands. Fix requires explicit --disable-usage-stats and auth config.
MLflowCVE-2024-3705237060RCE via deserializationChain of model-loading vulnerabilities. Any exposed MLflow with write access to the model registry is RCE.
FlowiseCVE-2024-36420Auth bypassPath traversal grants unauth access to chatflow config, API keys. Affects < 1.8.2.
AnythingLLMMultiple 2024–2025Auth bypass / SSRFRecurring auth and SSRF issues, treat any exposed instance as suspect until version verified.
OllamaCVE-2024-37032 (Probllama)Path traversal → RCEFixed in 0.1.34. Combined with the no-auth default this is remote code execution on any unpatched host.
n8nMultiple RCE via node codeRCE by designWorkflow nodes can execute JS/shell. Write access = RCE. No CVE because it’s the intended behavior.
JupyterToken-bypass misconfigUnauth RCE--NotebookApp.token="" is the historic footgun. Notebooks are shell.
ComfyUI + ComfyUI-ManagerDesign-level RCERCE via custom nodesRemote installation of custom Python nodes is intended behavior. Exposure + Manager = RCE.
Kubelet (10250)Anonymous auth enabledCluster-wide RCE/exec on any pod. Still seen in the wild at material volume.
Docker daemon (2375)Design-levelContainer escape + host RCEMount host filesystem into a privileged container, write to /host/etc/cron.d/, etc.
etcd (2379)Anonymous accessFull cluster secret disclosureAll Kubernetes secrets, config, tokens readable. Effectively cluster takeover.