Epoch AI finds GLM 5.3 turns unshipped Firefox security fixes into working exploits
Overview
Epoch AI says open-weight model GLM 5.3 autonomously built working exploits for six recent Firefox versions from security fixes Mozilla had published but not yet shipped to users.
Epoch AI says each exploit cost about $1,000 and could let an attacker steal stored passwords and cookies or read local files after a user opens one webpage. Mozilla patched the vulnerability in its October 27 Firefox 159.0 release after Epoch AI shared its findings. Epoch AI could not produce a comparable exploit against Google Chrome, but says that is not strong evidence the attacks would fail with better prompting or more capable models.
Epoch AI says this "patch gap" is not specific to Firefox and could affect other browsers, phone operating systems and router firmware. It argues the threat will likely require reducing how long vulnerability fixes stay public before general release.
Written by AI from the articles below · updated Oct 29, 6:27 PM ET
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Developments
2 developments
- Oct 29, 5:40 PM ET · 1 articleEpoch AI reports open-weight models can exploit the patch gap in Firefox and other softwareEpoch AI: Epoch AI says the patch gap is a common risk across software
- Oct 29, 5:40 PM ET · 2 articlesEpoch AI finds GLM 5.3 autonomously builds Firefox exploits from unshipped security fixesEpoch AI: Open-weight model GLM 5.3 turns unreleased Firefox fixes into working exploits
Article timeline
The articles in this story. Times are ET.
Epoch AI@EpochAIResearchOfficialEpoch AI says the patch gap is a common risk across softwareAIEpoch AI says the patch gap, where fixes are visible before release, is not specific to Firefox and affects other browsers, phone operating systems, and router firmware. It says the attacks could not be reproduced against Google Chrome but does not treat that as strong evidence they would fail with better prompting or more capable open-weight models. Epoch AI argues the threat will likely require reducing the time vulnerability fixes remain public before general release.
Epoch AI@EpochAIResearchOfficialPickEpoch AI finds GLM 5.3 autonomously exploits unshipped Firefox security fixesAIEpoch AI says GLM 5.3 autonomously built working exploits for six recent Firefox versions using security fixes published but not yet shipped to users. Each exploit cost about $1,000 and could steal stored passwords and cookies or read files after a user opens one webpage. Mozilla patched the vulnerability the model discovered in its October 27 Firefox 159.0 release, and Epoch AI expects this makes the attack substantially harder but has not confirmed it.
- Epoch AIOfficialPickOpen-weight model GLM 5.3 turns unreleased Firefox fixes into working exploits
AIEpoch AI reports that GLM 5.3, an open-weight model from Z.ai, built working exploits against six Firefox releases from September 17 to October 26 using security fixes published before users received them. Each exploit let a visited webpage read a local file and send it to an attacker, and the marginal cost was about $1,000 per Firefox version. Mozilla shipped Firefox 159.0 on October 27 with a patch for a separate, unpublished vulnerability the model also used. Epoch AI could not produce a comparable exploit against Google Chrome.
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