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Tanmaya Mahapatra

Associate Professor, Department of Computer Science & Information Systems, BITS Pilani, Pilani Campus

Data driven Software Engineering, Model-driven Software Development, Programming tools for Data Analytics, Software Engineering
Room No: 6121-Y, New Academic Building,
Department of Computer Science & Information Systems,
Birla Institute of Technology & Science, Pilani- 333031, Rajasthan. India.

Publications

2026

  1. Siddiqui, Ghufran Alam; Bera, Asish; Lhila, Ankur; Rajput, Amitesh Singh; Nitika, Nitika; Bharti, Praveen K; Das, Ashis; Mahapatra, Tanmaya (2026) “A hybrid machine learning approach for automated malaria diagnosis from thin blood smear images.” Parasites & Vectors, vol. 19, no. 1, pp. 283, BioMed Central
  2. Siddiqui, Ghufran Alam; B, Ajay; Bera, Asish; Nitika, Nitika; Bharti, Praveen K; Das, Ashis; Mahapatra, Tanmaya (2026) “Automated classification of malaria parasite species in thin blood smears using advanced deep learning techniques.” BMC Medical Informatics and Decision Making, Springer
  3. Khedekar, Dnyanesh; Pokarna, Harsh; Sahay, Abhinav; Richhariya, Bharat; Mahapatra, Tanmaya; Rajput, Amitesh Singh (2026) “BlockAuthFL: A robust blockchain-enabled framework for addressing data heterogeneity and sybil attacks in Healthcare Federated Learning.” Smart Health, pp. 100649, Elsevier
  4. Pathak, Jaya; Mundra, Prakhar; Sejpal, Yash; Mahapatra, Tanmaya; Rajput, Amitesh Singh (2026) “Early round detection Protocols: strategies against Untargeted adversarial attacks in federated learning Network.” Computer Networks, pp. 112098, Elsevier
  5. Khedekar, Dnyanesh; Mahapatra, Tanmaya; Rajput, Amitesh Singh (2026) “HFL-Deflect: Defence framework against adaptive coordinated poisoning attacks in hierarchical federated learning.” Journal of Information Security and Applications, vol. 103, pp. 104660, Elsevier
  6. Maurya, Nikhil; Chauhan, Arya Veer Singh; Puri, Inder; Rohil, Mukesh Kumar; Kochar, Sanjay Kumar; Mahapatra, Tanmaya (2026) “Impact assessment of digital ecosystem in healthcare services: A qualitative case study of hospital data management in Bikaner District in India.” Informatics in Medicine Unlocked, pp. 101735, Elsevier
  7. Valavarasu, Swetha; Marathe, Sandhya Amol; Kochar, Sanjay Kumar; Mahapatra, Tanmaya (2026) “Recent advancements in artificial intelligence applications for the mitigation of antimicrobial resistance: challenges and opportunities.” JAC-Antimicrobial Resistance, vol. 8, no. 4, pp. dlag144, Oxford University Press UK
  8. Singh, Karnika; Agrawal, Rakhi; Vighnesh, PM; Lhila, Ankur; Bagla, Roshan; Sharma, Pankaj Kumar; Joshi, Mukul; Mahapatra, Tanmaya (2026) “Stress phenotyping of wild desert legume Acacia senegal with machine learning application and phytochemical characterization of bipinnate leaves.” Frontiers in Nutrition, vol. 13, pp. 1816860, Frontiers Media SA
  9. Gupta, Shubhi; Mahapatra, Tanmaya; Rohil, Mukesh Kumar (2026) “Two-Stage Temporal Graph Neural Network for Web API Recommendation in Mashup Creation.” IEEE Access, IEEE