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Deepfake Audio Detection for Vishing Attacks
detecting-deepfake-audio-in-vishing-attacks
mukul975/Anthropic-Cybersecurity-Skills
353
This skill detects AI-generated deepfake audio used in voice phishing (vishing) attacks. It functions by extracting critical spectral features (including MFCCs, spectral centroid, and zero-crossing rate) and passing them through advanced machine learning models (like Random Forest and Gradient Boosting). The system supports batch forensic analysis, provides confidence scores, and generates detailed reports to verify the authenticity of recorded voice calls, making it essential for cybersecurity incident response and fraud investigation.
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