Naima Firdaus

Employment

• Jawaharlal Nehru University Ph.D. Scholar
  2022 - Present

Education

• Jawaharlal Nehru University M.Tech in Computer Science and Technology
  2018 - 2020
• Maulana Azad National Urdu University Bachelor of Technology in computer science and information technology
  2015 - 2018
• Aligarh Muslim University Diploma in computer engineering
  2011 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• FMT-SVM: A Communication-Efficient Federated Multi-Task Support Vector Machine Framework for Healthcare
  Big Data and Cognitive Computing 2026 DOI: 10.3390/bdcc10040119
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• Densefedcnn: a federated learning-based framework with client-specific hyperparameter tuning for multi-class brain MRI classification
  International Journal of Machine Learning and Cybernetics 2026 DOI: 10.1007/s13042-025-02875-8
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• Budget-Aware Auction-Based Client Selection for Federated Learning in Healthcare Systems
  2025 IEEE 17th International Conference on Computational Intelligence and Communication Networks (CICN) 2025 DOI: 10.1109/cicn67655.2025.11367876
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• Enhancing Privacy in Oral Cancer Detection through Federated Learning: A Cross-Institutional Study
  Procedia Computer Science 2025 DOI: 10.1016/j.procs.2025.03.296
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• Federated learning based multi‐head attention framework for medical image classification
  Concurrency and Computation: Practice and Experience 2024 DOI: 10.1002/cpe.8280
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