Computer Science & Engineering and Information Technology (CSE&IT)

Dr. Deepak Gupta
Associate Professor
(91) 01792 239374
deepak.gupta@juitsolan.in
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Biography :

Deepak Gupta is a faculty member in the Department of Computer Science & Engineering and Information Technology at Jaypee University of Information Technology, Waknaghat, India. He holds a Ph.D. in Computer Science & Engineering from Thapar Institute of Engineering and Technology (Deemed to be University), Patiala (India). Before joining academia, he spent nearly a decade in the IT industry, working in software product development and program management. In academia, he has been engaged in teaching, research, and academic administration, with a consistent focus on enriching student learning. His academic interests include big data analytics, cybersecurity (malware and phishing detection), artificial intelligence, and programming languages. He has contributed to these domains through publications in SCIE and Scopus-indexed journals, conference proceedings, and book chapters. He is also a co-inventor on several granted design patents and published patent applications.

Author Publication Profile:

Publication(s): Click Here to Add New Publication(s)
2026 (6)	2025 (2)	2024 (2)	2023 (3)	2022 (2)	2021 (2)
2019 (1)	All

Book Chapter(s) :

Deepak Gupta, Ekta Gandotra, Yogesh Mohan, Sukhvir Singh (2023). Analysis of Ensemble Methods for Phishing Detection. In In Intelligent Multimedia Signal Processing for Smart Ecosystems pp. 85-100 Switzerland : Springer, Cham. [ISBN : 978-3-031-34872-3] [SCOPUS ]. Google Search
Meghna Dhalaria, Ekta Gandotra, Deepak Gupta (2023). Comparative Analysis of Feature Selection Methods for Detection of Android Malware. In Convergence of Deep Learning and Internet of Things: Computing and Technology pp. 263-284 : IGI Global. [ISBN : 9781668462751] [SCOPUS ]. Google Search
Ekta Gandotra, Deepak Gupta (2021). An Efficient Approach for Phishing Detection using Machine Learning. In Multimedia Security: Algorithm Development, Analysis and Applications pp. 239-253 Singapore: Springer. [ISBN : 978-981-15-8711-5] []. Google Search

Journal(s) :

Ekta Gandotra, Deepak Gupta, Meghna Dhalaria, Nivedita Gupta, Shweta Redkar (2026). PhishDetect: A ranking-based classifier integration approach for improving phishing website detection. Scientific Reports, Online (online), pp. -, DOI: https://doi.org/10.1038/s41598-026-57807-5 [SCOPUS , SCI ]. Google Citation
Faisal Firdous, Deepak Gupta, Hemant Sood, Suman Saurabh Sarkar (2026). Explainable medicinal plant identification using a hybrid CNN-vision transformer framework. Discover Artificial Intelligence, 6 (1), pp. -, DOI: https://doi.org/10.1007/s44163-026-01763-6 [SCOPUS , UGC Care ]. Google Citation
Faisal Firdous, Deepak Gupta, Hemant Sood (2026). AI-Based Smart Identification of Medicinal Plants Using Vision Transformer and CatBoost for Biodiversity and Healthcare. ECTI Transactions on Computer and Information Technology, 20 (1), pp. 1-14, DOI: https://doi.org/10.37936/ecti-cit.2026201.263491 [SCOPUS ]. Google Citation
Ekta Gandotra, Deepak Gupta, Ria Mahajan, Parul Sharma, Harish Kumar (2025). Analysis of Audio Signals and Hyper-Parameter Optimization of Convolution Neural Network for Heartbeat Anomaly Detection. Research Journal of Biotechnology, 20 (12), pp. 255-264, DOI: https://doi.org/10.25303/2012rjbt2550264 [SCOPUS ]. Google Citation
Deepak Gupta, Ekta Gandotra, Meghna Dhalaria, Nivedita Gupta (2025). An Ensemble Learning Approach for Detecting Phishing Websites Using an Entropy-Based Feature Selection Method. Journal of Information & Knowledge Management, Online (online), pp. 2550080-, DOI: https://doi.org/10.1142/S0219649225500807 [SCOPUS ]. Google Citation
Digvijay Puri, Deepak Gupta (2024). H-Mrk-Means: Enhanced Heuristic Mrk-Means for Linear Time Clustering of Big Data Using Hybrid Meta-Heuristic Algorithm. Journal of Information & Knowledge Management, Online (), pp. 2450054-, DOI: https://doi.org/10.1142/S0219649224500540 [SCOPUS ]. Google Citation
Digvijay Puri, Deepak Gupta (2024). A novel linear time clustering using heuristically improved mrk-medoids based on modified squirrel search algorithm. Australian Journal of Electrical and Electronics Engineering, Online (), pp. 1-16, DOI: https://doi.org/10.1080/1448837X.2024.2333670 [SCOPUS ]. Google Citation
Anubha Bhaik, Vaishnavi Singh, Ekta Gandotra, Deepak Gupta (2022). Detection of Improperly Worn Face Masks using Deep Learning A Preventive Measure Against the Spread of COVID-19. International Journal of Interactive Multimedia and Artificial Intelligence, 7 (7), pp. 14-25, DOI: 10.9781/ijimai.2021.09.003 [SCOPUS , SCI ]. Google Citation
Ekta Gandotra, Deepak Gupta (2021). Improving Spoofed Website Detection Using Machine Learning. Cybernetics and Systems, 52 (2), pp. 169-190, DOI: 10.1080/01969722.2020.1826659 [SCOPUS , SCI ]. Google Citation
Arushi Sharma, Ekta Gandotra, Divya Bansal, Deepak Gupta (2019). Malware Capability Assessment using Fuzzy Logic. Cybernetics and Systems, 50 (4), pp. 323-338, DOI: https://doi.org/10.1080/01969722.2018.1552906 [SCOPUS , SCI ]. Google Citation

Conference(s) :

Manav, Samson Vincent Julius, Ekta Gandotra, Deepak Gupta, Raghav Sharma, Apoorva Kashyap (2026). A Hybrid Summarization Approach to Legal Document Analysis. Proceedings of the 2025 International Conference on Innovations and Emerging Technologies In AI & Communication Systems (IETACS) [ : ], pp.1755-1760. [SCOPUS]. Google Citation
Meghna Mankotia, Ekta Gandotra, Deepak Gupta, Mehak Singhal, Naina Jain, Raghav Singh Thakur (2026). A Comparative Analysis of AI-Based Predictive Models for NIFTY50 Index Forecasting. Proceedings of the International Conference on Innovations and Emerging Technologies in AI & Communication Systems (IETACS) [Mohali, India : 06-08 November 2025], pp.1761-1766. [SCOPUS]. Google Citation
Faisal Firdous, Deepak Gupta, Hemant Sood (2026). The Intersection of Nature and Neural Networks: A Review on Medicinal Plant Classification Using Cutting-Edge AI Techniques. Proceedings of the National Conference on Agricultural Automation and Smart Systems (AASS-2025) [Shoolni University : ], pp.-. [SCOPUS]. Google Citation
Nikhil Jindal, Dhruv Rastogi, Kartik Joshi, Deepak Gupta (2023). Identification of Phishing Attacks using Machine Learning. Proceedings of the International Conference on Image Information Processing (ICIIP), pp. [7th : Solan, India : 22-24 November 2023], pp.941-946. [SCOPUS]. Google Citation
Divya Sharma, Kritika Shelly, Ekta Gandotra, Deepak Gupta (2022). Diagnosis of Covid-19 using Deep Learning. Proceedings of the International Conference on Contemporary Computing [14th : Noida, U.P. : 4-6 August, 2022], pp.388-395.. Google Citation

Computer Science & Engineering and Information Technology (CSE&IT)

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