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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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A. Muhammad

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Conference Sep 2026

A Robust Ensemble-Learning Framework for Intrusion Detection on CICIDS2017

Network intrusion detection systems (IDS) continue to struggle with redundant records, imbalanced attack classes, and limited model transparency. This paper presents a robust ensemble-learning framework for intrusion detection built on the CICIDS2017 dataset, and it incorporates removal of duplicate flows, handling of...

Anas Muhammad, Zhong-Sheng Wang, Talha Bin Shakeel · 0 citations

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