Individual skill
detecting-deepfake-audio-in-vishing-attacks
Detects AI-generated deepfake audio used in voice phishing (vishing) attacks by extracting spectral features (MFCC, spectral centroid, spectral contrast, zero-crossing rate) and classifying samples with machine learning models. Supports batch analysis of audio files, generates confidence scores, and produces forensic reports. Activates for requests involving deepfake voice detection, vishing investigation, AI-generated speech analysis, voice cloning detection, or audio authenticity verification.
internal/tools/skills/data/social-engineering-defense/detecting-deepfake-audio-in-vishing-attacks/SKILL.md
Source commit d42f381ad34843e71a42658e5c57290c713e85af
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Instructions only
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,322
- Repository last updated
- Nov 8, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- cybersecurity Repository topic
- security Repository topic
- bug-bounty Repository topic
- automation Repository topic
- autonomous-pentesting Repository topic
- ai-agent Repository topic
- ai-security Repository topic
- ethical-hacking Repository topic
- golang Repository topic
- penetration-testing Repository topic
- deepfake-detection Declared skill tag
- vishing Declared skill tag
- audio-forensics Declared skill tag
- mfcc Declared skill tag
- spectral-analysis Declared skill tag
- voice-cloning Declared skill tag
- education Derived category
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# Detecting Deepfake Audio in Vishing Attacks
## When to Use
- A suspected vishing call used an AI-cloned executive voice to authorize a wire transfer
- Security operations received a voicemail that sounds like the CEO but the tone seems off
- Incident response needs to determine whether a recorded phone call contains synthetic speech
- Fraud investigation requires forensic proof that audio was AI-generated
- Red team exercises use voice cloning and blue team needs detection capability
**Do not use** for text-based phishing (email/SMS); use email header analysis or URL detonation tools instead.
## Detection Gaps & Validation
