Federated Learning for Internet of Medical Things (PDF)

Mr. Ashwin Verma is currently working as an Assistant Professor in the Computer Science and Engineering Department at the Institute of Technology, Nirma University. He is currently pursuing his PhD in CSE from Amity University, Jaipur, Rajasthan. He has done his M.Tech in CSE from NIT, Jaipur in 2013, and B.Tech in IT from DAVV, Indore. He has seven-year of teaching and academic experience and has taken a wide array of subjects like Machine Learning, Network Security, Computer Networks, and Algorithms. He has authored and co-authored more than 6 articles in leading SCI journals and IEEE conferences. Some of his top findings are published in IEEE-Journal of Biomedical and Health Informatics, Elsevier-Journal of Information Security and Applications, IEEE-ICIEM-2021, and many more. He is awarded the best research paper award in IEEE ICIEM-2021, London, United Kingdom. His research interests lie in Healthcare 4.0, Federated Learning, Blockchain Technology, and 5G and beyond communications.

Dr. Sudeep Tanwar (M'15, SM'21) is currently working as a Professor of the Computer Science and Engineering Department at the Institute of Technology, Nirma University, India. Dr. Tanwar is a visiting Professor in Jan Wyzykowski University in Polkowice, Poland and University of Pitestiin Pitesti, Romania. Dr. Tanwar's research interests include Blockchain Technology, Wireless Sensor Networks, Fog Computing, Smart Grid, and IoT. He has authored 02 books and edited 13 books, more than 200 technical papers, including top journals and top conferences, such as IEEE TNSE, TVT, TII, WCM, Networks, ICC, GLOBECOM, and INFOCOM. Dr. Tanwar initiated the research field of blockchain technology adoption in various verticals in 2017. His h-index is 43.

Dr. Tanwar actively serves his research communities in various roles. He is currently serving the editorial boards of Physical Communication, Computer Communications, International Journal of Communication System, and Security and Privacy. He has been awarded the best research paper awards from IEEE GLOBECOM 2018, IEEE ICC 2019, and Springer ICRIC-2019. He has served many international conferences as a member of the organizing committee, such as publication chair for FTNCT-2020, ICCIC 2020, WiMob2019, member of the advisory board for ICACCT-2021, ICACI 2020, workshop co-chair for CIS 2021, and general chair for IC4S 2019, 2020, ICCSDF 2020. Dr. Tanwar is a final voting member for IEEE ComSoc Tactile Internet Committee in 2020. He is a Senior Member of IEEE, CSI, IAENG, ISTE, CSTA, and a member of the Technical Committee on Tactile Internet of IEEE Communication Society.