Md. Rafi Ur Rashid

According to our database, Md. Rafi Ur Rashid authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Gang Tan, Shagufta Mehnaz

CoRR, May, 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, March, 2025

Smoothed Embeddings for Robust Language Models.

Ryo Hase, Md. Rafi Ur Rashid, Ashley Lewis, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang

CoRR, January, 2025

Robust Unlearning for Large Language Models.

Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage.

Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Ye Wang, Shagufta Mehnaz

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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

Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models.

Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz

CoRR, 2024

FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks.

Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz

Proceedings of the IEEE Symposium on Security and Privacy, 2024

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

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

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

2022

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., September, 2022

2021

BAND: A Benchmark Dataset forBangla News Audio Classification.

Md. Rafi Ur Rashid, Mahim Mahbub, Muhammad Abdullah Adnan

Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021