GReX-Bench: Benchmarking Generalization, Robustness, and Explainability in AI-Generated Image Detection

Abstract excerpt

<title>Abstract</title> <p>Generative AI has significantly transformed media creation and accessibility, enabling the rapid generation of fake content, particularly images. However, AI-generated images pose growing challenges for misinformation and biometric security, contributing to declining public trust, rising fraud, and increasing social engineering attacks.Despite progress in forensics, existing methods sti...

Topics

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• Algorithms
• Child
• Child, Preschool
• Face
• Image Processing, Computer-Assisted
• Infant
• Infant, Newborn
• Machine Learning

Identifiers and source

Literature Corpus work

5f683824-9beb-53e6-b086-d0e0d0f2c999

DOI

10.21203/rs.3.rs-8633550/v1