this post was submitted on 06 Aug 2025
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Paper.

You used to believe that adversarial attacks against AI-powered systems are complex, impractical, and too academic. In reality, an indirect prompt injection in a Google invitation is all you need to exploit Gemini for Workspace's agentic architecture to trigger the following outcomes:

  • Toxic content generation
  • Spamming
  • Deleting events from the user's calendar
  • Opening the windows in a victim's apartment
  • Activating the boiler in a victim's apartment
  • Turning the light off in a victim's apartment
  • Video streaming a user via Zoom
  • Exfiltrating a user's emails via the browser
  • Geolocating the user via the browser
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