Author

J. Uddin

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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. · Frontiers of Computer Scienc... · 0 citations

Open access Jul 2026

Cross-domain intelligent fault diagnosis with superlet spectrograms and a parameter-efficient CNN-Transformer hybrid.

Results validate that the proposed framework provides an effective, robust, and generalizable solution for industrial fault diagnosis.

S. Anik, Md. Ehsanul Haque, Fahmid Al Farid et al. · Scientific Reports · 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. · Scientific Reports · 0 citations