Mradula Sharma

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:  12+ 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)

• 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

• 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.Doi: 10.1109/ICI60088.2023.10421660. (Scopus)
• 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 (Scopus).
• Agrawal, Anant, Harshit Agrawal, Shivam Mittal, and Mradula Sharma. "Disease prediction using machine learning." In Proceedings of 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), pp. 26-27. 2018.
• Sain, Kunal, Mradula Sharma, and Suneeta Agarwal. "(Student contribution) ASPS: an authentication scheme using pre-formed visual cryptographic shares." In Proceedings of the Fifth International Conference on Security of Information and Networks, pp. 183-187. 2012.(Scopus)

FDP/Conferences/ Workshops Attended

• Participated in Teacher's Enrichment Workshop (TEW) on "Mathematical Foundation of Data Science" organized by Department of Mathematics, JIIT-62 from 20-3-23 to 1-04-23.
• Participated in FDP on "Green IoT for Sustainable Development" organized by CSE/IT Deptt, JIIT-62 from 13-06-22 to 17-06-22.
• Participated in summer school on" Industry 4.0: security and technological aspects" organized by IEEE UP section, CSE/IT Deptt JIIT-128 from 9-08-21 to 21-08-21.
• Attended Indo-German Spring School Algorithms for Big Data organized by IIIT Delhi from 10th -13th Feb 2020.
• Faculty Development Program on "Machine learning & its applications" organized by Electronics & ICT Academy, IIT Roorkee from 13th April -20th April 2020
• Participated in one week of FDP on Intelligent Systems & Informatics organized by the department of CSE/IT of JIIT, from 8th July 2019 to 13th July 2019.
• Participated in 2-day workshops on “IOT Systems, Tools and Applications” organized by the CSE/IT Department, JIIT Noida on 15th & 16th March 2019.
• Participated in the IC3 conference held at the JIIT, Noida in 2018 and 2019.
• Participated in one week of FDP on Mathematical Aspects of Image Processing and Computer Vision organized by the Department of Mathematics of JIIT, Noida from 10th July 2017 to 15th July 2017.
• Participated in the “National Instructional Workshop on Cryptography (NIWC-2017) held at the LNM Institute of Information Technology, Jaipur from 5th July- 7th July 2017.
• Participated in the 5th International Conference SIN-2012 held at MNIT, Jaipur.
• Participated in the soft skills workshop held at Infosys, Chandigarh in February 2010.

Research Areas

• Machine learning, Federated Learning, Visual cryptography and Information Security