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Worms, Tokens, and Trust The Industrialization of Supply Chain Attacks

Talkat DevWorld 2026 · 2026-05-07..05-08· [security]
slides:none on file

Claims that LLMs can spot fixes and malware faster than CVEs and a working pipeline that scrapes 5 million changelogs and analyzes code drive the talk: 2,106 vulnerabilities discovered, 67% never reported and 56% of critical flaws not disclosed. Examples include the debug compromise (4.5 hour active window, 10% of cloud accounts infected, 99% exposed), Trivy/TeamPCP and the Canister Worm, and ongoing Glassworm variants. The group publishes results on Akido Intel and uses SCA plus LLMs to detect issues before CVEs appear.

AI-written summary · about

  1. 0:00Supply chain attacks intro
  2. 3:05Open source dependency chains
  3. 8:24Why CVE systems fail
  4. 11:34Detecting vulnerabilities early
  5. 15:50Silent patching vulnerabilities rise
  6. 17:33Malware in open source packages
  7. 20:45Real-world malware impact
  8. 22:31Attackers targeting developers
  9. 23:55Dangerous malware examples
  10. 28:08Live Glassworm demo
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