Author

Reem Alshenaifi

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Open access Sep 2026

A lightweight blockchain-inspired hybrid intrusion detection system with ensemble learning for tamper-proof auditing

The rapid expansion of digital systems has intensified the complexity of cyber threats, rendering traditional intrusion detection systems (IDS) inadequate against evolving attacks. This study proposes a hybrid IDS (H-IDS) that integrates supervised (SVM, Random Forest, CatBoost, DNN) and unsupervised (Isolation Forest,...

Shailendra Mishra, Reem Alshenaifi, Ruba Ahmed Alfahidah · PLoS ONE · 0 citations

Open access Aug 2026

EnviroSpect-guided ConvMixer–ViT framework for environment-robust potato leaf disease detection

A hybrid deep learning framework that couples ConvMixer, for localized lesionscale feature extraction, with a Vision Transformer, for modeling long-range spatial dependencies, and offers a transferable foundation that could be extended toward scalable, environment-robust plant-disease monitoring in other crops and agri...

A. Sharif, Mudassir Khalil, M. Sajid et al. · Frontiers in Plant Science · 0 citations