Md Rafiqul Islam

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Multimodal Models (1)Scientific Discovery & Drug Design (1)

Frequent co-authors

Md Zakir Hossain (1)Md Ayshik Rahman Khan (1)Syed Mohammed Shamsul Islam (1)Tom Gedeon (1)

Papers (2)

May 6, 2026

Md Zakir Hossain +42w ago

Assessing Generalisation Capability of Machine Learning Models for Intrusion Detection

Despite achieving high accuracy on individual datasets, machine learning models for intrusion detection exhibit a significant generalization gap, with performance dropping drastically when tested on unseen network environments.

Md Zakir Hossain, Md Ayshik Rahman Khan, Md Rafiqul Islam +2

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

Apr 5, 2026

Applied Artificial INtelligence and Intelligent Systems (AAIINS) LaboratoryApr 5, 2026·also Charles Darwin University, Energy and Resources Institute, Monash, School of Engineering and Energy +1

A Physics-Informed, Behavior-Aware Digital Twin for Robust Multimodal Forecasting of Core Body Temperature in Precision Livestock Farming

Predicting heat stress in cows is no longer a guessing game: this digital twin leverages physics and behavior to forecast core body temperature with high accuracy and quantified uncertainty.

Riasad Alvi, Mohaimenul Azam Khan Raiaan, Sadia Sultana Chowa +6

Multimodal Models Scientific Discovery & Drug Design

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Md Rafiqul Islam

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)