Atiquer Rahman Sarkar

According to our database, Atiquer Rahman Sarkar authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Assessment of differentially private fine-tuning of large language models for synthetic clinical note generation.

Atiquer Rahman Sarkar, Fatima Jahan Sarmin, Djedjiga Mouheb, Benjamin C. M. Fung, Noman Mohammed

Intell. Syst. Appl., 2026

2025

FusionDP: Foundation Model-Assisted Differentially Private Learning for Partially Sensitive Features.

Linghui Zeng, Ruixuan Liu, Atiquer Rahman Sarkar, Xiaoqian Jiang, Joyce C. Ho, Li Xiong

CoRR, November, 2025

Synthetic data: revisiting the privacy-utility trade-off.

Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Yang Wang, Noman Mohammed

Int. J. Inf. Sec., August, 2025

Robust privacy amidst innovation with large language models through a critical assessment of the risks.

Yao-Shun Chuang, Atiquer Rahman Sarkar, Yu-Chun Hsu, Noman Mohammed, Xiaoqian Jiang

J. Am. Medical Informatics Assoc., 2025

Assessing the Effectiveness of Singling-Out Attacks on Synthetic Data: Is the Current GDPR Guidance Adequate?

Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Noman Mohammed

Proceedings of the 24th IEEE International Conference on Trust, 2025

2024

Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks.

Yao-Shun Chuang, Atiquer Rahman Sarkar, Noman Mohammed, Xiaoqian Jiang

CoRR, 2024

De-identification is not always enough.

Atiquer Rahman Sarkar, Yao-Shun Chuang, Noman Mohammed, Xiaoqian Jiang

CoRR, 2024