Fraud Prevention

2 posts tagged #fraud-prevention

Person wearing headphones using laptop with audio software Cybersecurity

Why AI Voice Detectors Fail: Codecs, Watermarks, Traps

“AI voice detector” scores swing wildly because the audio channel is the adversary. Here’s how codecs, noise suppression, and bad metrics break detection in the real world.

10 min read
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A pair of black headphones sitting on top of a table Cybersecurity

Deepfake Voice Detection for Call Centers: Deploy It Right

A practical 2026 runbook for deploying deepfake voice detection in call centers: where to tap RTP audio, what survives VoIP codecs, latency budgets, and how to handle false positives with an appeals workflow.

12 min read
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