FAMSeC: A Few-shot-sample-based General AI-generated Image Detection Method

The explosive growth of generative AI has saturated the internet with AI-generated images, raising security concerns and increasing the need for reliable detection methods. The primary requirement for such detection is generalizability, typically achieved by training on numerous fake images from var...

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Veröffentlicht in:	arXiv.org 2024-10
Hauptverfasser:	Xu, Juncong, Yang, Yang, Han, Fang, Liu, Honggu, Zhang, Weiming
Format:	Artikel
Sprache:	eng
Schlagworte:	Deception Explosives detection Forgery Generative artificial intelligence Image detection Image enhancement Image manipulation Learning Modules Semantics
Online-Zugang:	Volltext
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