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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

Amine Marref

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Open access 2026

Pseudo-Image Representation for CNN-Based Intrusion Detection

— Convolutional Neural Networks (CNNs) have demonstrated strong potential for Intrusion Detection Systems (IDSs); however, their performance is highly dependent on input data representation. This paper presents a lightweight pseudo-image transformation framework that converts network traffic into optimized two-dimensio...

Hassene Chaibi, Amine Marref · 0 citations

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