Meta Muse leaks secrets through shared links

Researchers found Meta's new AI agent exposes sensitive business and personal data when users share conversations, prompting the company to suspend the feature.

Oct 20, 2026

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Meta Muse leaks secrets through shared links

Researchers found Meta's new AI agent exposes sensitive business and personal data when users share conversations, prompting the company to suspend the feature.

In brief

Researchers found Meta's new AI agent exposes sensitive business and personal data when users share conversations, prompting the company to suspend the feature. Security researchers discovered Meta's Muse AI agent easily exposes private conversations through a design flaw in its sharing links, leading Meta to suspend…

Muse shares expose private data

Meta's Muse AI agent can expose sensitive information when users share conversations through web links, security researchers from Claroc reported Monday. Meta suspended the sharing feature after learning of the flaw.

What researchers discovered

Claroc researchers enumerated six thousand eight hundred links Muse users created for sharing conversations. Opening a few hundred revealed information clearly not intended to be public.

Secrets found in shared links

Secrets found in shared links

The exposed data included a candidate's confidential executive-search notes, a national marketing company's internal revenue review, a small-business owner's loan application, and a workplace's full-year staff vacation calendar.

How easy was the discovery

Researchers said gathering these links would have taken real effort, but it took one query. They used passive DNS searches through commercial services to find all Muse share links.

“If you had asked us beforehand, we would have guessed that gathering these would take real effort. It took one query.”

The design flaw explained

All Muse share links use the domain cf.metaaiusercontent.com and include the conversation title in the URL alongside a long text string. This makes links discoverable through public DNS records anyone can search.

Claroc's term for the problem

Claroc's term for the problem

Researchers called these GhostShares: pages that open for people who were never handed the link and that those people can find on their own.

“What makes Muse's shares easy to find is the title sitting inside the web address, where public DNS records it for anyone to search.”

Muse's earlier security problem

Three weeks after launch, macOS security expert Patrick Wardle discovered a zero-day vulnerability allowing any other app on the same device to gain complete control of a user's Muse account. Meta downplayed the severity.

What happens next

With Meta's suspension of the sharing feature, Muse users no longer face this particular threat for now. The company is reviewing the report and considering changes to how these links can be discovered.

The essence

Security researchers discovered Meta's Muse AI agent easily exposes private conversations through a design flaw in its sharing links, leading Meta to suspend the feature.

Read the original on Ars Technica

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