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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

Yuan-Rong Xu

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2026

Advanced Cross-Attack Backdoor Detector Based on Disturbance Immunity Learned From Classic Backdoor Attacks

The aim of a backdoor attack is to manipulate the behavior of a DNN under trigger-activated conditions by poisoning the dataset. Most backdoor detectors can be regarded as feature clustering methods and struggle to detect trigger-injected samples owing to two factors: 1) Most detectors rely heavily on sufficient clean...

Zhi-Xiao Wu, Yao Lu, Yuan-Rong Xu et al. · 0 citations
Jul 2026

Cross-domain steganography for hiding images within videos

A novel cross-domain steganography framework for hiding images within videos, namely VSHI-Net is proposed, and a Noise-Based Invertible Neural Networks backbone is designed to improve resistance against perturbations during lossy transmission.

Shi-Jie Leng, Junchao Zhou, Yao Lu et al. · 0 citations

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