Author

V. Lapin

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Open access Sep 2026

Explainable and Deployment-Aware Zero-Day Intrusion Detection for Cloud-Level Backend and Management Ecosystems in EV/V2X Cyber–Physical Systems

A hybrid multi-layered intrusion detection framework combining traditional machine learning, Deep Neural Architectures (DenseNN), and ensemble methods to evaluate zero-day resilience within cloud-level backend connectivity interfacing EV and V2X management ecosystems is proposed.

H. Sakr, Ahmed A. El-Douh, M. Lapina et al. · Computers · 0 citations

Open access Aug 2026

Toward AI-Assisted Precision Diagnostics in Breast Cancer: Source-Group-Preserving Evaluation of Class-Imbalance Strategies for Ordered ER-IHC Segmentation

The findings support preliminary source-group-preserving methodological evidence rather than patient-level, whole-slide, or clinical validity, and support preliminary source-group-preserving methodological evidence rather than patient-level, whole-slide, or clinical validity.

Md Saiful Arefin, Mohammad Saiful Islam, Md Serajun Nabi et al. · Diagnostics · 0 citations

#explainable ai Open access Sep 2026

TrustEdge-V2X: Deployment-Aware Edge Intelligence for V2X/IoV Intrusion and Misbehavior Detection

A secure edge intelligence framework for V2X/IoV intrusion and misbehavior detection, called TrustEdge-V2X, which is deployment-aware and offers a systematic approach to the assessment and selection of vehicular cybersecurity models based on the operational and deployment conditions.

H. Sakr, Mina Shenouda, N. Sarwar et al. · Computers · 0 citations