Teaching Faculties
Dr. Neha V Sharma
Assistant Professor (Selection Grade) Department of Data Science & Engineering
- nehav.sharma@jaipur.manipal.edu
- 8769737752
- PHD ,MANIPAL UNIVERSITY JAIPUR, 2023
- MTECH ,JAGANNATH UNIVERSITY ,2014
- BE ,UNIVERSITY OF RAJASTHAN ,2008
- Neural Networks
- Network security and Machine learning
- Placement coordinator
- IEEE
- Sharma, N. V., & Yadav, N. S. (2021). An optimal intrusion detection system using recursive feature elimination and ensemble of classifiers. Microprocessors and Microsystems, 85, 104293.https://doi.org/10.1016/j.micpro.2021.104293
- Sharma, N., & Yadav, N. S. (2021, September). Ensemble Learning based Classification of UNSW-NB15 dataset using Exploratory Data Analysis. In 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1-7). IEEE. 10.1109/ICRITO51393.2021.9596213
- Sharma, N., Yadav, N. S., & Sharma, S. (2021). Classification of UNSW-NB15 dataset using exploratory data analysis using ensemble learning. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 8(29), e4-e4. https://doi.org/10.4108/eai.13-10-2021.171319
- Sharma, N., & Yadav, N. S. (2022). Classification of Network Intrusion Detection System Using Deep Learning. In Cyber Security, Privacy and Networking: Proceedings of ICSPN 2021 (pp. 207-217). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-16-8664-1_19
- Kavita, M., Sharma, N. V., & Saini, B. (2021, November). Comparing Neuroevolution Algorithms Using Self Driving Car. In 2021 International Conference on Technological Advancements and Innovations (ICTAI) (pp. 346-350). IEEE. 10.1109/ICTAI53825.2021.9673377
