Mitigating AI Voice Fraud Risks in Credit Unions
Why credit union callback verification is highly vulnerable to synthetic voice attacks, and how to strengthen security controls without increasing member friction.
Audio SecurityDeepfake Detection
Editorial briefings
Insights
Voice fraud governance, explainable detection, defensible documentation, and audit readiness for regulated voice channels.
Latest brief
Mitigating AI Voice Fraud Risks in Credit Unions
Why credit union callback verification is highly vulnerable to synthetic voice attacks, and how to strengthen security controls without increasing member friction.
Audio SecurityDeepfake Detection
Library
Current articles
A compact editorial library focused on decision trace, escalation design, and defensible voice-channel controls.
Documenting Deepfake Voice Fraud in Suspicious Activity Reports (SARs)
Step-by-step guidance on how compliance teams can reference acoustic evidence and satisfy FinCEN's deepfake reporting directives.
Deepfake DetectionForensics
Meeting FINRA Compliance Standards for Voice Fraud Controls
How broker-dealers can design supervisory systems and vendor oversight programs that satisfy FINRA's expectations for generative AI and synthetic voice risk.
EnterpriseDeepfake Detection
Why Codec Validation Matters for Voice Fraud Detection
Telephony networks compress voice signals aggressively. Discover why deepfake detectors must be calibrated for codecs like G.711 and AMR-NB to survive real-world deployment.
Deepfake DetectionAudio Security
Understanding Equal Error Rate (EER) in Voice Spoof Detection
What EER means for fraud prevention, how it differs from simple accuracy claims, and how to evaluate model thresholds under realistic operational constraints.
Audio SecurityVoice Fraud
Why Human Hearing Fails to Detect Voice Spoofs
Understanding the physiological and cognitive boundaries of speech recognition, and why social engineering relies on auditory familiarity triggers.
ForensicsDeepfake Detection
Decision trace for voice escalations
If a voice-triggered event reaches a human reviewer, the quality of the decision trace matters as much as the detection signal itself.
Audio SecurityForensics
Designing voice step-up controls
Voice should influence speed, not trust. Step-up controls work when they remove discretion at exactly the moments attackers try to exploit.
ForensicsEnterprise
Voice fraud isn't a deepfake detection problem
Why the failure mode is operational and evidentiary, not purely technical. And why year-end creates a perfect storm for voice-driven fraud.
ForensicsAudio Security