Author

Zahid Iqbal

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Open access Sep 2025

Adaptive Dual-Mode Distillation for Robust and Communication-Efficient Federated Learning Under Statistical and Model Heterogeneity

The growing volume of data from smart devices offers significant potential for machine learning, yet privacy concerns hinder centralized use. Federated Learning (FL) has emerged as a promising decentralized learning (DL) approach enabling the use of distributed data without compromising privacy. However, practical depl...

Zahid Iqbal, Fatima N. al-Aswadi, Haziqah Shamsudin et al. · IEEE Access · 0 citations

Open access Aug 2026

Ensemble attention deep network for imbalanced silicon wafer defect inspection

Automated silicon wafer defect inspection is critical for sustaining yield and reliability in semiconductor manufacturing. Traditional image processing and feature engineering approaches struggle with complex and evolving defect patterns, while deep learning methods, although effective, increase computational cost and...

Uzma Batool, Zahid Iqbal, M. I. Shapiai et al. · PeerJ Computer Science · 0 citations