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Hidden text in a PDF is enough to steal sensitive data through Atlassian's AI agent Rovo

Hidden text in a PDF. That's all it takes to hijack Atlassian's Rovo agent and exfiltrate your Jira and Confluence data — no user confirmation required.

Illustration of independent geometric mechanisms passing paper tasks along branching amber tracks.
AI agents and the coordination of work.AI illustration by KeyNews
The KeyNews take

Why it matters

Agent security is moving from theory to practice. A demonstrated exploit showing how autonomous AI agents can be weaponized via prompt injection through everyday documents raises urgent questions about agent deployment safety and Atlassian's controls.

The key facts

6 to know
  1. PromptArmor demonstrated prompt-injection exploit against Atlassian Rovo

  2. Attack vector: hidden text in PDF files

  3. Data exfiltration to external servers possible

  4. No user confirmation or visible traces required

  5. Affects Jira and Confluence integration with Rovo

  6. Agent autonomy enabled the silent data theft

Go to the source

The Decoderthe-decoder.com

Publisher excerpt: Security firm PromptArmor shows how hidden instructions in a PDF can hijack Atlassian's AI agent Rovo, silently forwarding sensitive data from Jira and Confluence to an external server. The attack needs no user confirmation and leaves no trace.
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