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AI Sidebar Spoofing against Atlas and Comet

Technical Analysis
First reported
Last updated
Happening score
H score 23
1 unique sources, 1 articles

Summary

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Researchers demonstrated AI Sidebar Spoofing against OpenAI Atlas and Perplexity Comet, showing that a fake sidebar overlay can steer users toward phishing, OAuth abuse, and even a reverse shell command. The attack matters because it exploits the browser’s trusted AI interface rather than a server-side flaw. It turns a browser extension plus injected JavaScript into a high-risk social-engineering channel.

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Timeline

  1. 23.10.2025 17:09 2 articles · 8mo ago

    AI Sidebar Spoofing against Atlas and Comet

    Initial Disclosure

    SquareX first demonstrated that a malicious extension can draw a fake AI sidebar over the real one in Comet. The same overlay behavior was then confirmed on Atlas, where it can steer users into unsafe actions across sites.

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