My research works

Research Interests

  • Multimodal RAG
  • RAG Robustness and Reasoning
  • Large Language Models 
  • LLMs Robustness and Reasoning
  • Federated Learning
  • Federated LLMs

Published Works

 
Differentially private data publication with multi‐level data utility (Cited By: 1)
  H. Jiang, S. M. Sarwar, H. Yu, S. A. Islam, High-Confidence Computing, Volume 2, Issue 2, 2022, 100049 [ScienceDirect]
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Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity (Cited By: 2)
  H. Jiang, Y. Gao, S. M. Sarwar, L. GarzaPerez & M. Robin, Silicon Valley Cybersecurity Conference – SVCC 2021, pp 33–44 [Springer]
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Facial Spoof Detection Using Support Vector Machine (Cited By: 12)
  T.R. Das, S. Hasan, S. M. Sarwar, J. K. Das & M. A. Rahman, Proceedings of International Conference on Trends in Computational and Cognitive Engineering. AISC, vol. 1309, pp. 615–625. Springer, Singapore (2021) [Springer]
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