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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

Shang-Tse Chen

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Preprint Sep 2026

AngelFingerprint: A Traceable, Explainable, and White-Box Stealthy Watermark for Text-Guided Image Editing

Text-guided diffusion editing raises disinformation concerns, making reliable image provenance essential. While watermarks are commonly used for this purpose, most methods carry a fixed ID that cannot explain what was changed and which prompt produced it. Furthermore, under open-source white-box access, attackers can e...

Bo-Han Kung, F. Waseda, Ching-Chun Chang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

StyleAT: Defending Face Recognition Against Semantic Attacks

This work introduces BoundStyle, a potent semantic attack operating in StyleGAN's rich latent space to maximize misclassification rates and develops StyleAT, an efficient adversarial training scheme that incorporates low-budget attack variants yet defends against stronger and unseen semantic attacks.

Ben Shapira, Roi Cohen, Shang-Tse Chen et al. · 0 citations

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