DEEPFAKEKNOWLEDGE.
Practical guides on detecting deepfakes, voice clones and forged documents, and on deploying forensic detection inside your own environment.
How to Detect Deepfakes: Methods Guide
How deepfakes are detected: temporal consistency, compression history, sensor noise, spectral continuity and metadata. A practical guide to forensic deepfake detection.
ReadAir-Gapped Deepfake Detection: Why and How
Why police, intelligence and banks need deepfake detection that runs on-premise and fully offline, and what an air-gapped media forensics deployment involves.
ReadDeepfake Fraud in Banking and KYC: What to Screen
How deepfakes and forged documents attack onboarding, call centres and lending, and how banks can screen selfies, video, voice and documents on-premise.
ReadVoice Clone Detection: How It Works
How voice clones and edited recordings are detected using spectral continuity, noise floor, network hum and re-encoding traces, and where the limits are.
ReadFace Swap Detection: How It Works
How face-swap and lip-sync deepfake videos are detected using temporal consistency, face-region noise and compression evidence. Methods, limits and use cases.
ReadAI-Generated Image and Photo Forgery Detection
How AI-generated and edited images are detected: error level analysis, noise residuals, copy-move search and metadata cross-checks, with practical limits.
ReadCCTV Forensics and Forensic Video Analysis
How CCTV and surveillance video is authenticated and analysed for tampering, re-encoding and edits, with chain of custody and reproducible reports.
ReadAuthenticating Video Evidence for Court
How lawyers, experts and courts approach authenticating video, audio and image evidence: chain of custody, reproducible methods and stated limits.
ReadSelf-Hosted Deepfake Detection API
How a self-hosted deepfake detection API fits into KYC, claims and trust-and-safety workflows without sending media to a third party.
ReadElection Deepfake Detection Forensics
How election bodies and regulators triage deepfake audio and video, verify documents and respond with evidence, using offline media forensics.
ReadCEO Fraud and Deepfake Impersonation Defence
How companies defend against deepfake CEO fraud and executive voice or video impersonation: screening recordings, verifying requests and keeping an audit trail.
ReadDeepfake Detection Software Buyer's Guide
How to evaluate deepfake detection software: deployment model, explainability, evidence handling, supported media, integration and what to ask vendors.
ReadForensic Sensors vs AI Deepfake Detectors
A comparison of classical forensic sensors and AI-only deepfake detectors on explainability, resilience, offline use and evidence handling.
ReadBring the footage.
Tell us what media you need to trust and where it has to be analysed. We will scope a briefing or a pilot on your own samples.
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