Assistant Professor (Grade-II)
mradula.sharma@jiit.ac.in
Education:
- M.Tech.(Information Security), Motilal Nehru National Institute of Technology, Allahabad.
- B.Tech.(Information Technology), Galgotia College of Engineering & Technology, Greater Noida.
Work Experience: 7+ Years in Academics
- Feb 2017- Till Date, JIIT, Noida.
- Aug 2012 - Jan 2017, JECRC University, Jaipur
- Aug 2007 – June 2010, Jaipur engineering college and research centre, Jaipur
Publications:
Journals
- Sharma, Mradula, and Parmeet Kaur. "Fog-based Federated Time Series Forecasting for IoT Data." Journal of Network and Systems Management 32, no. 2 (2024): 26.(SCIE, Scopus)
- Sharma, Mradula, and Parmeet Kaur. "XLAAM: explainable LSTM-based activity and anomaly monitoring in a fog environment." Journal of Reliable Intelligent Environments 9, no. 4 (2023): 463-477.( Scopus)
- Sharma, Mradula, and Parmeet Kaur. "Reliable federated learning in a cloud-fog-IoT environment." The Journal of Supercomputing (2023): 1-24. (SCIE, Scopus)
- Mradula Sharma and Parmeet Kaur. "XLAAM: Explainable LSTM-based activity and anomaly monitoring in a fog environment." Journal of Reliable Intelligent Environments (2022): 1-15 (Scopus).
- Mradula Sharma and Parmeet Kaur. "Reliable federated learning in a cloud-fog-IoT environment." The Journal of Supercomputing (2023): 1-24 https://doi.org/10.1007/s11227-023-05252-w (SCIE, IF: 3.3)
- Mradula Sharma and Parmeet Kaur, “Visual Cryptography based Authentication of Fog Devices”, J. Int. Acad. Phys. Sci., vol. 27, no. 2, pp. 99–108, Jun. 2023. Available from: https://www.iaps.org.in/journal/index.php/journaliaps/article/view/854
- Semwal, Vijay Bhaskar, Abhishek Kumar, Jyoti Dhruw, Anubha Parashar, and Mradula Sharma. "Business and social behaviour intelligence analysis using PSO." IJIMAI 2, no. 6 (2014): 69-74.
- Mradula Sharma, Kunal Sain, and Suneeta Agarwal. "GES: A Group based Encoding of Shares for Visual Cryptography without Pixel Expansion." International Journal of Computer Applications 975 (2014): 8887.
Conferences / Workshop Attended
- Sharma, Mradula, and Parmeet Kaur. "An Empirical study of Gradient Compression Techniques for Federated Learning." In 2023 Second International Conference on Informatics (ICI), pp. 1-4. IEEE, 2023.
- Mradula Sharma and Gagandeep Kaur, "Providing Low Cost IoT Enabled Security Solutions for High Intensity Regions." In 2019 Twelfth International Conference on Contemporary Computing (IC3), pp. 1-7. IEEE, 2019.
Research Areas
Machine learning, Federated Learning, Visual cryptography and Information Security