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Open access Aug 2026

A controlled analysis of lightweight CNN variants for chilli leaf disease classification with class weighting, label smoothing and class imbalance handling

Accurate and timely recognition of chilli leaf disorders is essential for reducing crop loss and supporting efficient disease management in practical agricultural environments. However, multi-class chilli leaf disease classification remains challenging because visually similar symptoms can arise from fungal infection,...

Ali Raza, Fareeha Hanif, Maryam Iqbal et al. · 0 citations
Open access Aug 2026

A Q-learning-assisted self-healing wireless sensor network for industrial carbon capture monitoring: a controlled HIL study

Wireless sensor networks (WSNs) used for carbon capture and storage (CCS) monitoring must maintain low latency, high packet delivery ratio, rapid recovery after node or link failure, and stable energy consumption under harsh industrial conditions. Existing static and reactive adaptive routing approaches often treat f...

Abed Saif Ahmed Alghawli, Ali Raza, Suzan Hassan Bakhit et al. · 0 citations
Open access Aug 2026

MLHNet-Lung: an attention-guided multi-level CNN–transformer fusion framework with CBAM and GeM pooling for explainable multiclass lung CT image classification

Accurate differentiation of lung cancer subtypes from computed tomography (CT) images remains challenging because malignant classes may exhibit overlapping radiographic characteristics, while conventional convolutional neural networks frequently rely only on final-layer semantic representations and may underuse informa...

Fareeha Hanif, A. Ahmed, Ali Raza · 0 citations
Open access Aug 2026

Dynamic routing with deterministic scheduling and self-healing recovery for industrial thermal storage networks in a hybrid physical emulation testbed

Industrial thermal-storage systems require communication mechanisms that can prioritize control traffic according to both network conditions and the physical urgency of the associated thermal process. This study proposes a Thermal-State-Aware Dynamic Routing (TSDR) method that integrates thermal criticality with link...

Abed Saif Ahmed Alghawli, Ali Raza, Altahir Saad Ahmed et al. · 0 citations
Open access Jul 2026

FBR-PAEKS: revocable public-key authenticated keyword search with forward privacy for dynamic cloud environments

This study presents Forward-private and Binary-tree-Revocable PAEKS (FBR-PAEKS), a public-key authenticated encryption with keyword search scheme for secure multi-user cloud environments that integrates forward privacy and cryptographic revocation in a single construction. The proposed scheme supports expressive keyw...

Mishal Ismaeel, Ali Raza · 0 citations
Open access Sep 2026

A coordinated post-quantum mesh and route-aware zero-trust framework for smart-grid IoT communication utilizing simulation and attack evaluation

Smart-grid IoT networks require post-quantum protection, resilient routing, and continuous trust enforcement without excessive communication overhead. This study proposes a coordinated migration-oriented framework that integrates ML-KEM-1024 key establishment, ML-DSA-87 authentication, authenticated RPL mesh routing,...

A. Alghawli, Ali Raza, Altahir Saad Ahmed et al. · 0 citations

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