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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 ScamAI 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)
Learn how to identify AI-generated images using visual inspection, free online tools, and production-grade detection APIs. Covers GAN images, diffusion model outputs, and face swaps.
Read articleVoice cloning attacks: how they work and how to stop them
A technical and practical guide to AI voice cloning fraud — how attackers clone voices, real-world vishing attacks, and how voice clone detection works to protect organizations.
Read articleDeepfake detection accuracy: what the benchmarks actually mean
A clear explanation of deepfake detection accuracy metrics, how benchmarks are constructed, why accuracy drops in the wild, and how to choose the right detection threshold for your use case.
Read articleHow to integrate deepfake detection into your app (API guide)
A practical developer guide to integrating deepfake detection via API — choosing the right endpoint, sending requests, handling confidence scores, and scaling for production workloads.
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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