Case · DiggingBeagle record

A shared custom GPT directed visitors to a ClickFix malware lure

Push Security observed a shared custom GPT returning a fake service message that sent users to a Google Sites ClickFix page, where a manual command could fetch malicious code.

Scope

Investigative observations published by Push Security in October 2026; the AI-specific element is an attacker-controlled, publicly shared custom GPT used to generate a trusted-looking malicious answer. Malware execution still required a human to follow the lure.

Assessment profile

Assessment method
Setting
production
Exploitation
observed live
Evidence
Grade B
Remediation
mitigation available
AI role
WITH AI
Basis and provenance

Push Security documented a publicly shared attacker-configured GPT, its fake availability response, a linked Google Sites ClickFix lure and analyzed a downstream PowerShell download command. This supports observation of delivery infrastructure, not a counted set of executed payloads or confirmed endpoint infections.

Assessed Oct 11, 2026 using diggingbeagle.assessment/1.

At a glance

Mechanism and trust boundary

  1. 01

    Visitor opens a shared GPT

    The externally created assistant presents itself in the familiar GPT interface.

    Boundary: external creator configuration to trusted-looking conversation

  2. 02

    Reply points away from ChatGPT

    A fabricated service notice links to a Google Sites page.

    Boundary: model answer to third-party web destination

  3. 03

    ClickFix requests local execution

    The external page persuades the user to run a PowerShell downloader.

    Boundary: web content to human-approved host command

  4. 04

    Remote script is fetched

    A decimal-encoded address resolves the download endpoint, but endpoint compromise requires actual execution.

    Boundary: host process to attacker-controlled staging

Claims & evidence

CLM-LLMSHARE-CLICKFIX-STAGEPush Security analyzed a Windows ClickFix command that downloaded a remote PowerShell script from a decimal-encoded IP address after a user manually pasted the command into the Run dialog.supported

Basis: reported finding

Link to claim
CLM-LLMSHARE-GPT-FAKE-ERRORPush Security observed a shared custom GPT responding to user prompts with a purported service-availability notice linking to a Google Sites ClickFix page.supported

Basis: reported finding

Link to claim
CLM-LLMSHARE-CONVERSATIONS-NOT-INFECTIONSA screenshot of the observed GPT showed more than 10,000 conversations; Push Security did not establish that this represented 10,000 infections or even 10,000 unique people who executed the payload.supported

Basis: reported finding

Link to claim

Implications

The entry point is both a marketplace or link-shared AI assistant and the ordinary host-execution chain after leaving it. Platform operators should audit creator-controlled service notices and external recovery links, while endpoint defenses should independently block unexpected PowerShell downloads. A screenshot of more than 10,000 conversations indicates exposure to the assistant, not the number of infections, distinct visitors or successful command executions.

Controls and mitigations

  • Warn users that a custom GPT is creator-configured content, not a trusted system maintenance channel.
  • Treat instructions to use a terminal, Run dialog or external backup page as untrusted, even when presented inside an AI conversation.
  • Monitor risky URL redirections and script-download execution separately from GPT conversation telemetry.

Unknowns and contradictions

  • No confirmed number of users running the downloader or suffering infection is available in the scoped Push Security source.
  • The exact final payload in this campaign cannot be inferred from different but stylistically related Huntress and Island investigations.
  • Identity of all publishing accounts and degree of coordination remain unresolved.

Sources and citation

Material revision history

  1. Oct 11, 2026 · Published version · first publication · revision 132