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Academic Experts
Dr. Deepti Singh

Biography

Dr. Deepti is an Assistant Professor (Senior Grade) with more than 12 years of experience in teaching and research in the field of Computer Science. She holds a Ph.D. in Computer Science from NSIT, Dwarka, New Delhi, affiliated with the University of Delhi. She also earned her M.Tech in Computer Science with Honors from KNIT Sultanpur. Her research interests include Algorithms, Security, and Machine Learning, and she has around 20 research publications to her credit in reputed journals and conferences. Dr. Deepti has contributed scholarly articles to SCI, Scopus-indexed publications, and is also a contributor to a published patent.

She serves as a reviewer for several reputed international journals, including Discover Applied Sciences, Cluster Computing, and SN Computer Science etc. Her academic background reflects a strong foundation in core computer science areas, with a growing focus on machine learning and related technologies. She has completed professional certifications in Machine Learning, Python, and other emerging technologies. She has also attended numerous Faculty Development Programs (FDPs), reflecting her commitment to continuous learning and academic excellence. Passionate about student development and innovation, Dr. Deepti actively supports and mentors learners in research and technology-driven initiatives across evolving domains in computer science.

Research Highlights

Dr. Deepti Singh’s research contributions span key domains such as artificial intelligence (AI), and IoT-based healthcare systems, Algorithms reflecting a strong commitment to solving real-world challenges through technological innovation. Her work emphasizes the design of secure, efficient, and scalable solutions. Dr. Singh has also made significant contributions to machine learning applications in medical diagnosis, including cancer detection and intelligent patient monitoring frameworks. Her interdisciplinary work is evident in the integration of blockchain and IoT for secure healthcare systems, as highlighted in her SCI and E-SCI indexed publications. With over 20 research papers published in reputed journals like Security and Privacy, Wireless Personal Communications, and Multimedia Tools and Applications, as well as some patents in AI and healthcare technology, her research bridges core computing with applied innovation. She is also a contributor to Scopus-indexed book chapters on cybersecurity and AI in healthcare, and regularly reviews for journals such as SN Computer Science and Cluster Computing. Dr. Singh’s work demonstrates a balance of theoretical rigor and applied relevance, marked by continuous learning through certifications and active participation in Faculty Development Programs. Her contributions underscore a growing leadership role in advancing secure, intelligent systems across academic and practical domains.

Areas of Interest
  • Algorithms
  • Machine learning
  • Artificial intelligence
  • Security
Publications
  • V. Prakash, Deepti Singh, S. Pandey, S. Singh, P. Singh et al., "Energy-Optimization Route and Cluster Head Selection Using M-PSO and GA in Wireless Sensor Networks," Wireless Personal Communications, 2024.
  • Deepti Singh, Manju, and A. Jatain, "Artificial Intelligence and Natural Language Processing Inspired Chatbot Technologies," Bentham Science, 2024.
  • R. Kumar, S. Singh, Deepti Singh, M. Kumar, and S. Gill, "A Robust and Secure User Authentication Scheme Based on Multifactor and Multi-Gateway in IoT Enabled Sensor Networks," Security and Privacy, pp. 1–18, 2023.
  • Deepti Singh, R. Nigam, R. Mittal, and Manju, "Information Retrieval Using Machine Learning from Breast Cancer Diagnosis," Multimedia Tools and Applications, vol. 81, no. 6, pp. 8581–8602, 2022.
  • Deepti Singh, B. Kumar, S. Singh, and S. Chand, "RCBE-AS: Rabin Cryptosystem–Based Efficient Authentication Scheme for Wireless Sensor Networks," Personal and Ubiquitous Computing, pp. 1–22, 2021