BAND: A Benchmark Dataset forBangla News Audio Classification. - Md. Rafi Ur Rashid; Mahim Mahbub; Muhammad Abdullah Adnan (MMAsia, 2021)

Breaking the Curse of Class Imbalance: Bangla Text Classification. - Md. Rafi Ur Rashid; Mahim Mahbub; Muhammad Abdullah Adnan (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. - Mohaimenul Azam Khan Raiaan; Kaniz Fatema; Inam Ullah Khan; Sami Azam; Md. Rafi Ur Rashid; Md. Saddam Hossain Mukta; Mirjam Jonkman; Friso De Boer (IEEE Access, 2023)

Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. - Md. Rafi Ur Rashid; Sami Azam; Mirjam Jonkman (CoRR, 2023)

FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering. - Md. Rafi Ur Rashid; Vishnu Asutosh Dasu; Kang Gu; Najrin Sultana; Shagufta Mehnaz (CoRR, 2023)

FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. - Ehsanul Kabir; Zeyu Song; Md. Rafi Ur Rashid; Shagufta Mehnaz (SP, 2024)

Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models. - Kang Gu; Md. Rafi Ur Rashid; Najrin Sultana; Shagufta Mehnaz (CoRR, 2024)

SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains. - Bijoy Ahmed Saiem; MD Sadik Hossain Shanto; Rakib Ahsan; Md. Rafi Ur Rashid (CoRR, 2024)

Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. - Md. Rafi Ur Rashid; Jing Liu 009; Toshiaki Koike-Akino; Ye Wang 001; Shagufta Mehnaz (AAAI, 2025)

Robust Unlearning for Large Language Models. - Kang Gu; Md. Rafi Ur Rashid; Najrin Sultana; Shagufta Mehnaz (PAKDD (5), 2025)

Smoothed Embeddings for Robust Language Models. - Ryo Hase; Md. Rafi Ur Rashid; Ashley Lewis; Jing Liu 009; Toshiaki Koike-Akino; Kieran Parsons; Ye Wang 001 (CoRR, 2025)

Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing. - Vishnu Asutosh Dasu; Md. Rafi Ur Rashid; Vipul Gupta; Saeid Tizpaz-Niari; Gang Tan (CoRR, 2025)

Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models. - Md. Rafi Ur Rashid; Vishnu Asutosh Dasu; Ye Wang 001; Gang Tan; Shagufta Mehnaz (CoRR, 2025)