Author

Hezerul Bin Abdul Karim

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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

Machine learning for chemotherapy decision-making in breast cancer using large language model

By combining predictive ML, causal survival modeling, and LLM-based rationale generation, the proposed framework provides a promising approach for personalized and transparent chemotherapy decision support in oncology.

Md Serajun Nabi, Dema Yuden, Thinley Yeshey Choden et al. · Frontiers in Digital Health · 0 citations