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Your voice confirms my identity

Talkat BSidesSF 2024 · 2024-05-04..05-05· [security, machine-learning]
links:none on file
slides:none on file

Demonstrates that consumer-grade 11 Labs clones trained on 3–5 minutes or public videos can bypass commercial voice authentication, with a lab sample of 15 people showing a ~2% relaxation of acceptance threshold creates many false accepts and some generated clips reach ~80% success; attack requires only a laptop, speakers and a phone, and succeeded against a real customer account. Recommends layered defenses: MFA, user-chosen full-sentence passphrases, logging, and cryptographic provenance for generated audio.

AI-written summary · about

  1. 0:00Introduction
  2. 1:24Voice cloning attack demo
  3. 7:06Bypassing voice authentication
  4. 13:33Training a voice clone
  5. 20:11Cloning from digital presence
  6. 24:29Why voice isn't secure
  7. 27:19Mitigating voice authentication risks
  8. 31:12Recap and future outlook
  9. 32:12Closing remarks
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