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

Potato is one of the world’s most important staple crops, yet its productivity is persistently compromised by foliar diseases particularly early blight (Alternaria solani) and late blight (Phytophthora infestans) which together account for substantial annual yield losses. Conventional visual diagnosis by agronomists is...

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