Author

Rana M. Hasan

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Open access Aug 2026

A Hybrid Classical-Quantum Processing Channel intended for Privacy-Preserving Facial Recognition

A hybrid classical-quantum processing pipeline is suggested, which proves the strength and efficiency of the system in the edge applications, as well as the guidelines for prospective authors who will have to prepare the final manuscript accepted for publication.

Farah Saad Al-Mukhtar, Rana M. Hasan, Raghad AbdulHadi AbdulQader · Basrah journal of science · 0 citations

#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...

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