Author

Mahfuzulhoq Chowdhury

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Conference Aug 2026

A Stacking Enriched Explainable Machine Learning Approach for Multiclass DoS Attack and Network Intrusion Prediction

DoS attack and intrusion prediction is essential for IoT networks because it guarantees service availability, and preserves reputation by reducing expensive downtime. Benign, infiltration traffic, DoS golden eye, hulk, slowloris, and slow http test classes were all not taken at the same time with high accuracy in earli...

Maimuna Tabassum, Umme Saima Tonny, Sabila Anzum et al. · International Conference on... · 0 citations

Open access 2026

Vinland_Vector at #SMM4H-HeaRD 2026: Multilingual ADE Detection and Query-Augmented Clinical NER for English

This paper addresses Task 1 on adverse drug event (ADE) detection and Task 8 on Mul-tiClinNER at SMM4H-HeaRD 2026 and targets clinical NER for English text.

Nirjhar Das, Rathijit Aich, Mahfuzulhoq Chowdhury · Proceedings of the 11th Soci... · 1 citation

Preprint Aug 2026

HybridRAG-BN: A Retrieval-Augmented Framework with Fine-Tuned Verification for Bangla KBQA

This work proposes HybridRAG-BN, a retrieval-augmented framework for Bangla KBQA that integrates hybrid retrieval using BM25 and BGE-M3, answer generation using the GGUF version of Gemma-4-31B-Instruct, and a LoRA-fine-tuned Gemma-4-31B-Instruct model for answer verification and refinement.

Rathijit Aich, Nirjhar Das, Mahfuzulhoq Chowdhury · 0 citations