Research

@article{patel2026hydit,
  author = {M. Patel and N. Patel and F. Ramoliya and R. Gupta and N. Jadav and S. Tanwar and M. Li and W. Hong},
  title = {{HyDiT: Heterogeneous Multi-Teacher Knowledge Distillation for Compressing Vision Transformers in Autonomous Electric Vehicles}},
  journal = {Journal of Circuits, Systems and Computers},
  pages = {2646002},
  year = {2026},
  doi = {10.1142/s0218126626460023}
}

@article{patel2026transformer,
  author = {N. Patel and S. Brahmbhatt and F. Ramoliya and O. Vyas and A. Nair and T. Vyas and N. Jadav and S. Tanwar and A. Alabdultif},
  title = {{F-Transformer: a federated transformer for efficient and privacy-preserving sequence generation}},
  journal = {Scientific Reports},
  volume = {16},
  pages = {14093},
  year = {2026},
  doi = {10.1038/s41598-026-40881-0}
}

@article{gupta2025metaprism,
  author = {A. Gupta and P. Patel and K. Darji and F. Ramoliya and R. Gupta and S. Tanwar and K. Khajuria and D. Garg},
  title = {{MetaPrism: Intelligent Personalized Engagement Policy for User’s Security and Privacy in Metaverse Environment}},
  journal = {Security and Privacy},
  volume = {8},
  number = {2},
  pages = {e70009},
  year = {2025},
  doi = {10.1002/spy2.70009}
}

@article{kapadiya2025blockchain,
  author = {K. Kapadiya and F. Ramoliya and K. Gohil and U. Patel and R. Gupta and S. Tanwar and J. Rodrigues and F. Alqahtani and A. Tolba},
  title = {{Blockchain-assisted healthcare insurance fraud detection framework using ensemble learning}},
  journal = {Computers and Electrical Engineering},
  volume = {122},
  pages = {109898},
  year = {2025},
  doi = {10.1016/j.compeleceng.2024.109898}
}

@inproceedings{vaghsiya2025towards,
  author = {S. Vaghsiya and R. Gupta and A. Abrol and N. Jain and F. Ramoliya and Z. Wang and S. Tanwar and A. Ng},
  title = {{Towards Privacy-Preserving and Explainable AI for Parkinson’s Disease Diagnosis Using Federated Learning on MRI Data}},
  booktitle = {Proceedings of the International Workshop on Intelligent Immersification in the Metaverse: AI-Driven Immersive Multimedia},
  pages = {10--14},
  year = {2025},
  doi = {10.1145/3728487.3759234}
}

@inproceedings{godhrawala2025explainable,
  author = {A. Godhrawala and D. Patel and F. Ramoliya and S. Patel and L. Pathak and R. Gupta and S. Tanwar},
  title = {{Explainable Ensemble Learning-Based Robust Intrusion Detection Framework for Power Systems}},
  booktitle = {IEEE 13th Region 10 Humanitarian Technology Conference (R10-HTC)},
  pages = {186--191},
  year = {2025},
  doi = {10.1109/r10-htc63995.2025.11394339}
}

@inproceedings{patel2025enabled,
  author = {D. Patel and J. Bhoye and F. Ramoliya and R. Gupta and S. Tanwar and H. Shahinzadeh and M. Bagheri},
  title = {{AI-enabled Framework for Intrusion Detection in DNP3-Enabled Smart Critical Infrastructures}},
  booktitle = {7th International Conference on Pattern Recognition and Image Analysis (IPRIA)},
  pages = {1--6},
  year = {2025},
  doi = {10.1109/ipria68579.2025.11263596}
}

@inproceedings{darji2025securing,
  author = {K. Darji and C. Trivedi and R. Gupta and F. Ramoliya and S. Tanwar and S. Agrawal},
  title = {{Securing IoT-enabled Metaverse with Authentication and Threat Classification Framework Using DL}},
  booktitle = {3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC)},
  pages = {104--109},
  year = {2025},
  doi = {10.1109/isacc65211.2025.10969244}
}

@inproceedings{patel2025hybrid,
  author = {P. Patel and D. Shah and D. Shah and F. Ramoliya and R. Gupta and S. Tanwar},
  title = {{Hybrid Explainable DL Framework for Securing Smart Critical Infrastructure Using CNN-LSTM}},
  booktitle = {International Conference on Cognitive Computing in Engineering, Communications, Sciences and Biomedical Health Informatics (IC3ECSBHI)},
  pages = {598--604},
  year = {2025},
  doi = {10.1109/ic3ecsbhi63591.2025.10991074}
}

@article{patel2024explainable,
  author = {M. Patel and K. Gohil and A. Gohil and F. Ramoliya and R. Gupta and S. Tanwar and Z. Polkowski and F. Alqahtani and A. Tolba},
  title = {{Explainable AI for gastrointestinal disease diagnosis in telesurgery Healthcare 4.0}},
  journal = {Computers and Electrical Engineering},
  volume = {118},
  pages = {109414},
  year = {2024},
  doi = {10.1016/j.compeleceng.2024.109414}
}

@article{ramoliya2024based,
  author = {F. Ramoliya and C. Trivedi and K. Darji and R. Kakkar and R. Gupta and S. Tanwar and Z. Polkowski and F. Alqahtani and A. Tolba},
  title = {{ML-Based Energy Consumption and Distribution Framework Analysis for EVs and Charging Stations in Smart Grid Environment}},
  journal = {IEEE Access},
  volume = {12},
  pages = {23319--23337},
  year = {2024},
  doi = {10.1109/access.2024.3365080}
}

@inproceedings{patel2024explainable,
  author = {P. Patel and N. Jain and H. Patni and F. Ramoliya and R. Gupta and S. Tanwar and H. Shahinzadeh},
  title = {{Explainable FL-Based Framework for Diagnosis of Diabetic Retinopathy in Healthcare 4.0 Environment}},
  booktitle = {10th International Conference on Signal Processing and Intelligent Systems (ICSPIS)},
  pages = {85--89},
  year = {2024},
  doi = {10.1109/ICSPIS65223.2024.10931114}
}

@inproceedings{patel2024care,
  author = {Y. Patel and M. Kumhar and F. Ramoliya and R. Gupta and J. Bhatia and S. Tanwar and A. Jindal and J. Rodrigues},
  title = {{SDN-care: Deep Learning-assisted Software Defined Networking Framework for IoT-Healthcare}},
  booktitle = {IEEE Global Communications Conference (GLOBECOM)},
  pages = {2123--2128},
  year = {2024},
  doi = {10.1109/globecom52923.2024.10901072}
}

@inproceedings{vaghasiya2024park,
  author = {S. Vaghasiya and F. Ramoliya and R. Gupta and S. Tanwar and J. Rodrigues and I. Woungang},
  title = {{XSH-ParK: XAI-based Parkinson Disease Diagnosis Framework for Smart Healthcare Using MRI Images}},
  booktitle = {IEEE Global Communications Conference (GLOBECOM)},
  pages = {3521--3526},
  year = {2024},
  doi = {10.1109/globecom52923.2024.10901665}
}

@inproceedings{bhavsar2024power,
  author = {A. Bhavsar and S. Agvan and F. Ramoliya and M. Obaidiat and R. Gupta and S. Tanwar and K. Hsiao},
  title = {{EL-FAM: Power System Intrusion Detection with Ensemble Learning for False Alarm Mitigation}},
  booktitle = {International Conference on Computer, Information and Telecommunication Systems (CITS)},
  pages = {1--5},
  year = {2024},
  doi = {10.1109/cits61189.2024.10607986}
}

@inproceedings{jain2024smart,
  author = {N. Jain and M. Patel and F. Ramoliya and R. Gupta and S. Tanwar and D. Garg},
  title = {{Smart-Sec: DL-based Cyber Threat Detection for Autonomous Smart Home System to Enhance Human Life Expectancy}},
  booktitle = {IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)},
  pages = {1--6},
  year = {2024},
  doi = {10.1109/conecct62155.2024.10677162}
}

@inproceedings{ramoliya2024explainable,
  author = {F. Ramoliya and K. Gohil and A. Gohil and R. Gupta and R. Kakkar and S. Tanwar and J. Rodrigues},
  title = {{X-CaD: Explainable AI for Skin Cancer Diagnosis in Healthcare 4.0 Telesurgery}},
  booktitle = {IEEE International Conference on Communications (ICC)},
  pages = {238--243},
  year = {2024},
  doi = {10.1109/icc51166.2024.10622832}
}

@inproceedings{patel2024explainable,
  author = {N. Patel and F. Ramoliya and N. Jadav and R. Gupta and S. Tanwar and G. Aujla},
  title = {{X-NET: Explainable AI-Based Network Data Security Framework for Healthcare 4.0}},
  booktitle = {IEEE International Conference on Communications Workshops (ICC Workshops)},
  pages = {481--486},
  year = {2024},
  doi = {10.1109/iccworkshops59551.2024.10615382}
}

@inproceedings{ramoliya2024deep,
  author = {F. Ramoliya and K. Darji and C. Trivedi and R. Gupta and R. Kakkar and S. Tanwar and S. Agrawal},
  title = {{Deep Learning-based Intrusion Detection Approach for Autonomous Electric Vehicles}},
  booktitle = {IEEE International Conference on Communications Workshops (ICC Workshops)},
  pages = {1828--1833},
  year = {2024},
  doi = {10.1109/iccworkshops59551.2024.10615796}
}

@inproceedings{ramoliya2024agro,
  author = {F. Ramoliya and K. Darji and R. Kakkar and R. Gupta and S. Tanwar and S. Agrawal},
  title = {{TL-AGRO: Transfer Learning-based Perilous Insect Detection Framework for Smart Agriculture Underlying Edge Computing}},
  booktitle = {4th International Conference on Intelligent Technologies (CONIT)},
  pages = {1--6},
  year = {2024},
  doi = {10.1109/conit61985.2024.10627105}
}

@inproceedings{ramoliya2024green,
  author = {F. Ramoliya and R. Gupta and K. Darji and C. Trivedi and R. Kakkar and S. Tanwar and M. Guizani},
  title = {{A Green IoT-Integrated AI-Based EV Scheduling Scheme for Efficient Charging Station Selection}},
  booktitle = {International Wireless Communications and Mobile Computing (IWCMC)},
  pages = {327--332},
  year = {2024},
  doi = {10.1109/iwcmc61514.2024.10592470}
}

@inproceedings{shah2024fast,
  author = {D. Shah and D. Shah and F. Ramoliya and R. Gupta and H. Shah and S. Tanwar and H. Shahinzadeh and D. Garg},
  title = {{FAST: AI-based Network Traffic Analysis and Load Balancing Framework Underlying SDN Clusters}},
  booktitle = {8th International Conference on Smart Cities, Internet of Things and Applications (SCIoT)},
  pages = {82--87},
  year = {2024},
  doi = {10.1109/sciot62588.2024.10570111}
}

@inproceedings{patel2024ensemble,
  author = {M. Patel and N. Jain and J. Patel and F. Ramoliya and R. Gupta and S. Tanwar},
  title = {{Ensemble Learning for Network Data Classification with SDN Clustering Underlying Smart Power Grid-Enabled Smart Cities}},
  booktitle = {IEEE Third International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)},
  pages = {470--475},
  year = {2024},
  doi = {10.1109/icpeices62430.2024.10719285}
}

@inproceedings{darji2024based,
  author = {K. Darji and F. Ramoliya and R. Kakkar and R. Gupta and S. Tanwar and D. Garg},
  title = {{DNN-based Secure Remote Patient Data Analysis Framework for Improving Human Life Expectancy in Healthcare 4.0}},
  booktitle = {Procedia Computer Science},
  volume = {235},
  pages = {549--558},
  year = {2024},
  doi = {10.1016/j.procs.2024.04.054}
}

@inproceedings{ramoliya2023seam,
  author = {F. Ramoliya and R. Kakkar and R. Gupta and S. Tanwar and S. Agrawal},
  title = {{SEAM: Deep Learning-based Secure Message Exchange Framework for Autonomous EVs}},
  booktitle = {IEEE Globecom Workshops (GC Wkshps)},
  pages = {80--85},
  year = {2023},
  doi = {10.1109/gcwkshps58843.2023.10465168}
}

@inproceedings{darji2023transfer,
  author = {K. Darji and F. Ramoliya and C. Trivedi and R. Gupta and R. Kakkar and S. Tanwar and D. Garg},
  title = {{Transfer Learning and CNN-Based Vehicle Identification Approach for Hit-and-Run Cases}},
  booktitle = {3rd International Conference on Advancement in Electronics and Communication Engineering (AECE)},
  pages = {898--902},
  year = {2023},
  doi = {10.1109/aece59614.2023.10428292}
}

@inproceedings{trivedi2023deep,
  author = {C. Trivedi and F. Ramoliya and R. Gupta and R. Kakkar and S. Tanwar and S. Agrawal},
  title = {{Deep and Transfer Learning-based Research Article Recommendation System for Healthcare Services}},
  booktitle = {Second International Conference on Informatics (ICI)},
  pages = {1--6},
  year = {2023},
  doi = {10.1109/ici60088.2023.10421143}
}

@inproceedings{ramoliya2023based,
  author = {F. Ramoliya and K. Darji and R. Gupta and R. Kakkar and S. Tanwar and A. Kumari},
  title = {{DL-Based Secure Wearable Scheme for Remote Patient Data Monitoring in Healthcare 4.0}},
  booktitle = {International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)},
  pages = {757--762},
  year = {2023},
  doi = {10.1109/icccis60361.2023.10425096}
}