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AI security incident: CVE-2026-115727 (NVD)

Source disclosure: October 23, 2026 | Published on Radar: October 23, 2026 | Source: NVD | Classification confidence: 45%

Source disclosure is when the advisory appeared in this source (or was added to a catalog), not a confirmed date of exploitation. Radar publication is when this page became available.

This incident is part of the public archive and includes explicit AI-related signals from the cited source material. Review methodology.

AgenticSeek before commit 409840c contains a remote code execution vulnerability because llm server/app.py hardcodes Flask debug mode while binding to all interfaces. Attackers who reach the server port and obtain the derivable Werkzeug debugger PIN can execute Python code and operating system commands with llm server privileges.

Why This Is AI-Related

This page is treated as AI-specific because the source material references llm, copilot, which places the issue inside an AI workflow, model, assistant, or supporting dependency rather than a generic software bulletin.

  • llm
  • copilot

Affected Workflow

Review AI plugins, copilots, model-serving helpers, CLI tools, and automation runtimes that execute system commands.

Likely Attack Path

An attacker can turn the vulnerable AI-adjacent component into a path for command execution on the host or service runtime.

Impact

The issue can create a path to command execution inside an AI-facing product, plugin, copilot, or supporting service runtime. Severity HIGH. Classification confidence 45%. Source channel NVD.

Detection And Triage Signals

  • New shell or process activity from AI-facing services
  • Unexpected outbound connections or file writes after prompt or API activity
  • Privilege changes, container escapes, or suspicious job execution logs

Recommended Response

  • Identify every environment that runs the affected AI plugin, assistant, CLI, or supporting package.
  • Patch or isolate the vulnerable component and remove risky execution permissions while validation is in progress.
  • Review process execution, outbound connections, and file-write logs for signs of post-exploitation activity.

Compliance And Business Impact

Code execution paths create immediate risk of host compromise, credential theft, and downstream lateral movement.

Sources

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