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GIGAZINE AIPublished: Oct 21, 2026, 16:00 JST

Meta's Muse leaks 6,800+ shared chats via URL titles

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Meta's Muse leaks 6,800+ shared chats via URL titles

3 Key Points

  1. What happened

    Claroc searched passive DNS for cf.metaaiusercontent.com and found more than 6,800 Muse share links, because the conversation title was placed in the URL's subdomain. The pages included CEO sales reports, small-business loan applications, bank fraud records and staff vacation calendars.

  2. Why it matters

    Anyone who knew the domain could reach shared chats without receiving the link, and Meta says it has paused sharing while it considers changing how links are discovered.

WHO IT HITSEmployees and executives who paste sensitive material into Meta's Muse chat and use its share button may have had that content exposed to anyone who queried passive DNS records, with the risk extending to HR, finance and deal-preparation documents.

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Context & Analysis

Muse generated share links by combining a conversation title with a random identifier, as in home-sale-budget-9f21c8a3.cf.metaaiusercontent.com. The flaw was that the title sat in the subdomain, which can be recorded externally through DNS, the system that resolves a website's destination.

Because passive DNS services collect and expose those historical records, a lookup on cf.metaaiusercontent.com surfaced both the topic and the full address, letting people who never received a link open the page. Claroc reported the issue, which it named GhostShares, to Meta's vulnerability program on October 8, 2026.

Claroc said it found no evidence the exposed information had been misused, but it advised checking who can view shared material before using an AI tool's sharing feature. Meta's reply to Ars Technica indicates the suspension lasts while it studies a change to how links are found.

FAQ
How were the Muse share links discovered?
Claroc searched passive DNS, a service that records past domain lookups, for cf.metaaiusercontent.com and found more than 6,800 share links with conversation titles in the subdomain.
What kinds of conversations were exposed?
Claroc reviewed hundreds of pages and found mostly ordinary content, but some contained CEO sales reports, small-business loan applications, bank fraud-transaction records, employee vacation schedules and preparation materials for a private meeting with an executive at a leading AI lab.
Has Meta responded?
Meta told Ars Technica it has suspended the sharing feature while it verifies the report and considers changing how links are discovered, and Claroc found 40 previously viewable pages were no longer accessible on October 20.
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