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Open access Aug 2026

DiffWaferNet: a lightweight differential attention-based network for wafermap defect classification

In the semiconductor manufacturing process, wafermap defect classification is crucial for ensuring product quality and reliability. Despite recent advances, underrepresented defect types in wafer datasets continue to suffer from poor performance due to severe class imbalance, and models with large parameter counts pres...

Md. Ryhan Uddin, Md. Saiful Islam, Fahmid Al Farid et al. · 0 citations
Open access 2026

From Pneumonia to Multi-Disease: Interpretable and Uncertainty-Aware Semi-Supervised Learning Strategies for Chest X-Ray Classification

The proposed framework shows that lightweight deep learning models combined with semi-supervised learning, uncertainty estimation, and explainability can provide accurate, efficient, and clinically reliable solutions for automated chest X-ray diagnosis.

S. Mahin, Tahmina Hasan, Sara Karim et al. · 0 citations
Open access Aug 2026

An integrated evaluation protocol for adversarial robustness, generalization, and explanation stability in URL-based phishing detection

An integrated robustness evaluation protocol for URL-based phishing detection is proposed, which integrates structured adversarial perturbation, unseen attack-family generalization, compositional attack effects, explanation stability, and external vulnerability transfer.

Tanvir Ahamed, Shawon Chakrabarty Kakon, Fahmid Al Farid et al. · 0 citations

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