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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Qiang Xu

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Preprint Sep 2026

RED: Reconstruction Evolution Dynamics for Generalizable AI-Generated Image Detection

Red is the first framework to use scale-wise token predictability to guide forensic evidence aggregation across intermediate reconstruction states, and shows strong robustness to common image degradations, supporting the value of reconstruction evolution for generalizable AI-generated image detection.

Wen-Peng Mu, Jun-Shan Jin, Tan-Feng Sun et al. · 0 citations
2026

MF2DA: Multi-Level Feature Fusion for Robust Detection and Attribution of Universal AI-Generated Images

The proliferation of hyper-realistic AI-generated images poses significant threats to digital information integrity and forensic accountability. Existing detection methodologies, however, face three critical bottlenecks: vulnerability to real-world distortions such as social media compression, inadequate specialization...

Wen-Peng Mu, Qiang Xu, Yi-Ning Zhang et al. · 1 citation

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