Md. Rafi Ur Rashid

22 papers A* 3Journal 15Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Chain-of-Thought Driven Adversarial Scenario Extrapolation for Robust Language Models. AAAI Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Ye Wang, Gang Tan, Shagufta Mehnaz
2026	J	`jnl`	Robustness of Vision Language Models Against Split-Image Harmful Input Attacks. CoRR Md. Rafi Ur Rashid, MD Sadik Hossain Shanto, Vishnu Asutosh Dasu, Shagufta Mehnaz
2025	J	`jnl`	Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing. CoRR Vishnu Asutosh Dasu, Md. Rafi Ur Rashid, Vipul Gupta, Saeid Tizpaz-Niari, Gang Tan
2025	J	`jnl`	BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data. CoRR Arefin Ittesafun Abian, Debopom Sutradhar, Md. Rafi Ur Rashid, Reem E. Mohamed, Md Rafiqul Islam, Asif Karim, Kheng Cher Yeo, Sami Azam
2025	A*	`conf`	Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. AAAI Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Ye Wang, Shagufta Mehnaz
2025	—	`conf`	From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation. EMNLP (Findings) Najrin Sultana, Md. Rafi Ur Rashid, Kang Gu, Shagufta Mehnaz
2025	J	`jnl`	From Insight to Exploit: Leveraging LLM Collaboration for Adaptive Adversarial Text Generation. CoRR Najrin Sultana, Md. Rafi Ur Rashid, Kang Gu, Shagufta Mehnaz
2025	J	`jnl`	Generative Artificial Intelligence in Bioinformatics: A Systematic Review of Models, Applications, and Methodological Advances. CoRR Riasad Alvi, Sayeem Been Zaman, Wasimul Karim, Arefin Ittesafun Abian, Mohaimenul Azam Khan Raiaan, Saddam Hossain Mukta, Md. Rafi Ur Rashid, Md Rafiqul Islam, Yakub Sebastian, Sami Azam
2025	—	`conf`	Robust Unlearning for Large Language Models. PAKDD (5) Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz
2025	—	`conf`	SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains. ACL (4) Bijoy Ahmed Saiem, MD Sadik Hossain Shanto, Rakib Ahsan, Md. Rafi Ur Rashid
2025	J	`jnl`	Smoothed Embeddings for Robust Language Models. CoRR Ryo Hase, Md. Rafi Ur Rashid, Ashley Lewis, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang
2025	J	`jnl`	Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models. CoRR Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Ye Wang, Gang Tan, Shagufta Mehnaz
2024	A*	`conf`	FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. SP Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz
2024	J	`jnl`	Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. CoRR Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Shagufta Mehnaz, Ye Wang
2024	J	`jnl`	Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models. CoRR Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz
2024	J	`jnl`	SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains. CoRR Bijoy Ahmed Saiem, MD Sadik Hossain Shanto, Rakib Ahsan, Md. Rafi Ur Rashid
2023	J	`jnl`	A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. IEEE Access Mohaimenul Azam Khan Raiaan, Kaniz Fatema, Inam Ullah Khan, Sami Azam, Md. Rafi Ur Rashid, Md. Saddam Hossain Mukta, Mirjam Jonkman, Friso De Boer
2023	J	`jnl`	FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. CoRR Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz
2023	J	`jnl`	FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering. CoRR Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Kang Gu, Najrin Sultana, Shagufta Mehnaz
2023	J	`jnl`	Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. CoRR Md. Rafi Ur Rashid, Sami Azam, Mirjam Jonkman
2022	J	`jnl`	Breaking the Curse of Class Imbalance: Bangla Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. Md. Rafi Ur Rashid, Mahim Mahbub, Muhammad Abdullah Adnan
2021	—	`conf`	BAND: A Benchmark Dataset forBangla News Audio Classification. MMAsia Md. Rafi Ur Rashid, Mahim Mahbub, Muhammad Abdullah Adnan