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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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Shaymaa Mohammed Abdulameer

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#graph neural networks Open access Aug 2026

A Behavioral Swarm Intelligence Framework with a Hybrid 1D-CNN for Identifying Zero-Day Attacks in Kubernetes-Driven Hybrid Clouds

C Cerberus, a hybrid detection framework that integrates, in a unique manner, a container-level behavioral analysis running a lightweight one-dimensional convolutional neural network and a collective level of analysis based on behavioral swarm intelligence, demonstrates that it can be applied in practical cloud-native scenario.

Shaymaa Mohammed Abdulameer, Rana M. Hasan, Raghad AbdulHadi AbdulQader et al. · 0 citations

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