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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

Poonam Bala Nehru

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Open access 2026

TAE-MAGSAGE: Topology Aware Metric Learning for Graph Based Network Intrusion Detection

TAE-MAGSAGE, an edge-centric graph learning model which uses the observed communication structure to construct graphs and applies a line graph transformation to perform flow-level classification without collapsing the interaction relationships, is introduced.

Poonam Nehru, Yunpeng Zhang, Renjie Hu et al. · 0 citations

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