BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset. - Ajwad Akil; Najrin Sultana; Abhik Bhattacharjee; Rifat Shahriyar (AACL/IJCNLP (2), 2022)

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)

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

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