Author

Md Redwanul Haque

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Jul 2026

FAIR: Feature-Augmented Implicit Regularization for AI-generated Fake Image Detection

Extensive evaluations across five massive benchmarks demonstrate that integrating FAIR into state-of-the-art detectors significantly improves cross-generator generalization, boosting accuracy by up to 8.04% and establishing new state-of-the-art robustness in zero-shot transfer scenarios.

Md Redwanul Haque, M. Murshed, Manoranjan Paul et al. · arXiv.org · 0 citations