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Author

Fahmid Al Farid

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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 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
Open access Jul 2026

An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization

A hybrid SDN-based IDS framework that integrates Generative Adversarial Networks (GANs) to handle imbalanced datasets, one-way ANOVA and Genetic Algorithm for feature selection, baseline classifier optimization using Grid Search and Explainable AI techniques to achieve robust, accurate, and interpretable intrusion dete...

Md. Tamim Hasan Saykat, Md. Ehsanul Haque, Fahmid Al Farid et al. · 0 citations

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