DeepScan detects AI-generated media in images, videos, and audio, indicating a solution to fake content.
The widespread availability of AI-based media generation tools has made it increasingly easy to create fake images, videos, and audio that are almost indistinguishable from real ones. This paper presents DeepScan, a unified web-based platform designed to detect AI-generated and manipulated content across images, videos, and audio using a single interface. The system achieves 91.8% accuracy on deepfake images, 94.8% on synthetic audio, and 78.5% on AI-generated imagery through its hybrid pipeline.
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Md Nadeem Sarwar (2026) studied this question.
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