Case · DiggingBeagle record

GPT-6 Cyber found Firefox flaws; Mozilla advisory supplies a partial independent fix trail

OpenAI reports 81 previously unknown high-severity browser flaws and 30 severity reclassifications; Firefox 159 credits specific OpenAI-discovered CVEs.

Public disclosure: Nov 5, 2026

Scope

Vendor and browser-maintainer disclosures dated October 27 and November 5, 2026, describing a controlled security research and remediation process.

UnratedAI role: WITH AIAssessment method

At a glance

Mechanism and trust boundary

  1. 01

    Model-assisted fuzzing and exploit research identifies browser-component defects.

  2. 02

    Security researchers prepare reproductions and contact browser maintainers.

  3. 03

    Mozilla triages individual bugs, assigns advisories and lands fixes in tracked versions.

Claims & evidence

CLM-NOV05-FIREFOX-81-30OpenAI reports 81 novel high-severity Firefox vulnerability findings and 30 severity corrections to existing findings; the two counts represent different categories.supported

Basis: reported finding

Link to claim
CLM-NOV05-FIREFOX-159-CREDITSMozilla's Firefox 159 advisory lists high-severity CVEs with OpenAI Codex Security reporter credits and identifies Firefox 159 as the fixed release for the listed defects.supported

Basis: reported finding

Link to claim
CLM-NOV05-FIREFOX-159-MOZILLA-SAMPLEMozilla Firefox 159 advisory credits OpenAI researchers on named high-severity entries including CVE-2026-117881, CVE-2026-117930 and CVE-2026-117931 and lists Firefox 159 as fixed; this does not map all 81 newly reported findings.supported

Basis: reported finding

Link to claim

Implications

Discovery counts, severity reassessment and confirmed shipped fixes must remain separate measurements.

Unknowns and contradictions

  • The exact CVE-to-81-findings and 30-reclassifications mapping is not established in public documents reviewed.
  • Fix coverage across ESR, mobile and downstream derivatives requires per-CVE verification.
  • No observed exploitation of ordinary Firefox users is established by this campaign.

Sources and citation

Material revision history

  1. Nov 6, 2026 · Published version · first publication · revision 224