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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

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Su-Bo-Yu-Zhang-Liang Yu

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Open access Jul 2026

Privacy-Preserving Intrusion Detection in Smart Traffic Networks

Findings indicate that FL-IDS is better at performance compared to Cloud-IDS and traditional ML-IDS, with a high detection rate of 95% and a false-positive rate of 1.8 percent, proving to be highly resilient with secure aggregation and differential privacy.

Woh Xiang Huai, Lin Peng, Sarah Diong Yu Jie, Su-Bo-Yu-Zhang-Liang Yu, Zainab Hana, Tan Min Hong · 0 citations

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