Research.

Accepted

Reliable Kidney CT Classification via Near- Duplicate Slice Auditing and Cluster-disjoint Evaluation

Md Jubayer Islam, Safayet Ullah, Md Mijanur Rahman*

Natore, Bangladesh, 2026

Accepted

Causal Effect-Aware Feature Encoding with BanditBoost NeuroForest for Explainable Network Intrusion Detection

Md. Jubayer Islam, Safayet Ullah, Md. Zubayer Islam Shibly, Abdul Kadar Mohammad Masum*

Kobe, Japan, 2026

Accepted

An Interpretable Framework for Early Lung Cancer Prediction Using Graph Fusion and Role Stability for Robust Feature Selection with TabFGT

Safayet Ullah, Md Jubayer Islam, Md. Zubayer Ahmad Shibly, Al-Amain, MD Masum Billah, Tarem Ahmed, MM Mahbubul Syeed

Sydney, Australia, 2026

In preparation

Cross-Dataset Generalization and Open-Set Reliability of NetFlow Intrusion Detection: A Multi-Source Empirical Study

Md Jubayer Islam, Samia Afrin Tarin

2026

Proposal

CyberSentinel-MEC: Time-Valid Evidence Certificates and Cost-Aware Verification for Early Vulnerability Assessment.

Mehedi Hasan Siddique, Md Jubayer Islam

2026