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2020 – today
- 2024
[c2]Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz:
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. SP 2024: 2572-2590- [i5]Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz:
Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models. CoRR abs/2403.10557 (2024) - [i4]Md. Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Shagufta Mehnaz, Ye Wang:
Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage. CoRR abs/2408.17354 (2024) - 2023
- [j2]Mohaimenul Azam Khan Raiaan
, Kaniz Fatema, Inam Ullah Khan, Sami Azam, Md. Rafi Ur Rashid, Md. Saddam Hossain Mukta, Mirjam Jonkman, Friso De Boer:
A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images. IEEE Access 11: 42361-42388 (2023) - [i3]Ehsanul Kabir, Zeyu Song, Md. Rafi Ur Rashid, Shagufta Mehnaz:
FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks. CoRR abs/2308.05832 (2023) - [i2]Md. Rafi Ur Rashid, Sami Azam, Mirjam Jonkman:
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset. CoRR abs/2308.13545 (2023) - [i1]Md. Rafi Ur Rashid, Vishnu Asutosh Dasu, Kang Gu, Najrin Sultana, Shagufta Mehnaz:
FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering. CoRR abs/2310.16152 (2023) - 2022
- [j1]Md. Rafi Ur Rashid, Mahim Mahbub, Muhammad Abdullah Adnan:
Breaking the Curse of Class Imbalance: Bangla Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(5): 97:1-97:21 (2022) - 2021
- [c1]Md. Rafi Ur Rashid, Mahim Mahbub, Muhammad Abdullah Adnan:
BAND: A Benchmark Dataset forBangla News Audio Classification. MMAsia 2021: 45:1-45:6
Coauthor Index
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