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Deepfake detection guides
In-depth guides on synthetic media detection, AI image analysis, voice clone fraud, and API integration. Written by the Scam AI research team.
What is a deepfake? How they work and how to detect them
A complete guide to deepfakes — what they are, how AI creates them, why they're a growing security threat, and how detection technology works.
Read articleHow to detect AI-generated images (free tools + API)
How to detect AI-generated images with free tools and APIs. Visual inspection tips, GAN and diffusion model detection, plus face swap identification.
Read articleVoice cloning attacks: how they work and how to stop them
Voice cloning attacks explained: how AI clones voices in seconds, real vishing case studies, and how 98.5%-accurate detection stops them.
Read articleDeepfake detection accuracy: what the benchmarks actually mean
Deepfake detection accuracy explained: how benchmarks work, why accuracy drops in the wild, and how to choose the right threshold for your use case.
Read articleHow to integrate deepfake detection into your app (API guide)
Integrate deepfake detection into your app via API. Endpoint selection, request examples, confidence scoring, and production scaling guide.
Read articleDeepfake statistics 2026: the numbers you need to know
The definitive collection of deepfake statistics for 2026 — covering fraud losses, detection accuracy benchmarks, industry impact, and regulatory response.
Read articleReady to detect deepfakes in your platform?
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