Dr. Santosh Kumar Henge

Professor • Department of Computer Science & Artificial Intelligence

Ph.D. from

Kakatiya University

Years of Experience

21 Years

Web Pages

Google Scholar

Contact Details

h.santoshkumar@sru.edu.in

Availability

9.30 to 5.30

Dr. Santosh Kumar Henge is an accomplished Professor and Associate Dean for International Affairs at SR University, Warangal, with over 21 years of academic, research, teaching, and administrative experience across reputed institutions in India and abroad, including Libya, Oman, Ethiopia, and the Maldives. He holds a Postdoctoral qualification in Computer Science and Engineering, specializing in Quantum Computing, and a Ph.D. in Computer Science with a research specialization in Artificial Intelligence and Machine Learning.

Areas of Expertise: His core expertise encompasses Artificial Intelligence, Machine Learning, Deep Learning, Quantum Computing, Cybersecurity, Network Security, Blockchain Technology, Homomorphic Encryption, Cloud Computing, Medical Image Processing, and Intelligent Decision Support Systems. He has strong technical proficiency in Python, C, C++, Java, database management, networking, and security technologies.

Research Focus: His research focuses on developing innovative and intelligent computational frameworks integrating quantum-enhanced machine learning, hybrid deep learning architectures, medical image analysis, automated disease detection and prediction, privacy-preserving federated learning, post-quantum cryptography, and secure multi-tenant cloud environments. His scholarly contributions include SCI and Scopus-indexed publications, international conference papers, research projects as Principal Investigator, Ph.D. supervision, and a granted patent in Optical Character Recognition.

Teaching Interests: His teaching interests include Artificial Intelligence, Machine Learning, Deep Learning, Quantum Computing, Cybersecurity, Ethical Hacking, Security Ethics and Regulations in AI, Cloud Computing, Computer Networks, Information Security, Programming in Python and C++, and Software Engineering. He emphasizes outcome-based education, hands-on laboratory learning, project-based teaching, interdisciplinary research, and industry-oriented skill development. He is committed to academic excellence, research innovation, doctoral mentoring, international collaborations, and nurturing competent graduates equipped to address emerging technological challenges.

Interests

Research

Research Areas

Quantum Computing

Student Supervision

Ph.D. : 5 Awarded, M.Tech.: 8, B.Tech.: 42

Ph.D. Computer Science

2018

Kakatiya University

M.Tech, Computer Science

2022

JNTU Kakinada

M.Phil., Computer Science

2008

Periyar University, India

M.Sc., Computer Science

2001

Kakatiya University

B.Sc., Computer Science

1999

Kakatiya University

Professor

2024-Present

SR University

Associate Professor

July 2022 – Feb 2024

Manipal University, India

Associate Professor

Jan 2019 – June2022

Lovely Professional University, Punjab, India

Associate Professor

Mar 2018 – Dec 2018

Kakatiya College of Computer Sciences, Warangal, India

Associate Professor

Oct 2013– July 2015

Tepi Campus, Mizan-Tepi University, Ethiopia

Lecturer

Sept 2011 – Sept 2013

Shinas College of Technology, Shinas, Oman

Lecturer

Sept 2007 –Mar2011

Sirte University, Sirte, Libya

Assistant Professor

Jan 2004 – July 2007

Kakatiya College of Computer Sciences, India

Lecturer

May 2004 – Dec 2004

Cyryx Computer Training and Development Center, Male’, Maldives

Lecturer

June 2002 – April 2004

Pingle Govt. Degree and PG College, Warangal, India

→ • UI/UX Web Application Development
→ • Object Oriented Programming - C++
→ • Advanced Computer Networks
→ • Cyber Security
→ • Software Engineering
→ • Machine Learning
→ • IONIC
→ Angular
→ • Artificial Intelligence
→ • Microsoft Technologies-ASP.Net and C#.Net
→ • Open-Source Technologies - PHP
→ • Data Communications and Computer Networks
→ • Relational Database Management Systems
→ • Storage Management
→ • Register Transfer Language
→ • Unix Network Programming
→ • Device Drivers
→ • Compiler Design
→ • Security
→ Ethics and Regulations in AI
→ • Cloud Computing
→ • Ethical Hacking and Vulnerability Analysis
→ • Programming in C & C++
→ Python
→ • Open-Source Technology - PHP
→ • PHP
→ Microsoft Technologies-ASP.Net and C#.Net
→ • Information Security
→ • Data Structures
→ • Computer Organization and Design
→ • Principles of Information Technology
→ • Advance Microprocessor and Assembly Language
→ • Logic for Computer Science

Key Publications

1. Kalvacherla Kiran, T. Sampath Kumar, Santosh Kumar Henge, Posture-driven multistage region proposal and fast R-CNN architecture for advanced real-time autonomous vehicle object detection, Ain Shams Engineering Journal, Volume 17, Issue 11, 2026, 104425, ISSN 2090-4479, https://doi.org/10.1016/j.asej.2026.104425. 2. Gouthami, K., Chintala, S., Henge, S.K. et al. Dense Channel Spatial Semantic Guidance Attention U-Net for robust road lane detection in autonomous vehicles. Discov Computing 29, 753 (2026). https://doi.org/10.1007/s10791-026-10689-7 3. Henge, S.K., Mehta, D., Chintala, S. et al. Quantum Kernel Layered Inception ResNet-Based Optimization Techniques for Early Detection of Diabetic Retinopathy and Liver Disease. Arch Computat Methods Eng (2026). https://doi.org/10.1007/s11831-026-10562-2 (SCI Q1 Journal, World top 10% Journal, Subscription Journal, Impact Factor 12.9) 4. Viswanath, B., Henge, S.K. & Iyer, S. Inception ResNet Layers-Based Dual Image Multi-Layer Mapping and Auto-Decision-Making Methodology for Early Detection of Cervical Spondylosis. Int J Comput Intell Syst (2026). https://doi.org/10.1007/s44196-026-01429-2 (SCI Q2 Journal, Open Access Journal, Impact Factor: 4) 5. A., D., Henge, S.K., Chintala, S. et al. Analytical Survey: Early Detection of Kidney Tumor Consequences and Auto Decision Making Through Tomography Images Using Rule-Based Systems Augmenting Deep Learning. Arch Computat Methods Eng (2026). https://doi.org/10.1007/s11831-026-10597-5 (SCI Q1 Journal, World top 10% Journal, Subscription Journal, Impact Factor 12.9) 6. Henge, Santosh Kumar , Hinge, Chanakya Kumar , Kothapeta, Deepthi , Mandal, Sanjeev Kumar , Singh, Ravleen , Bhagat, Avinash , Sharma, Amit , Vengala, Anantharamaiah & Upadhyay, Aditya (2025) EHC-BGV hybrid homomorphic encryption algorithmic sequences for processing authenticated role based secure keys, Journal of Discrete Mathematical Sciences and Cryptography, 28:5-B, 1845–1854, DOI: 10.47974/JDMSC-2361 7. Mandal, Sanjeev Kumar , Singh, Ravleen , Chandu, N. , Padmavathi, M. , Henge, Santosh Kumar , Hinge, Chanakya Kumar , Sunkari, Venkateswarlu & Sharma, Amit (2025) Multilayer encryption cipher mitigating salting sequence key approach for securing transit data, Journal of Discrete Mathematical Sciences and Cryptography, 28:5-B, 2005–2014, DOI: 10.47974/JDMSC-2362 8. Mandal, Sanjeev Kumar , Singh, Ravleen , Chandu, N. , Mehta, Deepak , Henge, Santosh Kumar , Kothapeta, Deepthi , Hinge, Chanakya Kumar , Sharma, Amit & Hussain, Tarak (2025) Evolutionary multi-authentication cryptographic key implications for secure data access control, Journal of Discrete Mathematical Sciences and Cryptography, 28:5-B, 1865–1874, DOI: 10.47974/JDMSC-2363 9. Henge, Santosh Kumar, Bhagat, Avinash, Mandal, Sanjeev Kumar, Viraati, Nikhil Reddy, Singh, Ravleen, Kedhar, K. Rushi, Decision Making and Recognition of String Characters using NN-Fuzzy Implication System, Procedia Computer Science, Vol. 258 (2025), Pages. 893-902, 2025, 2025/01/01/, International Conference on Machine Learning and Data Engineering, SN.1877-0509, DOI - https://doi.org/10.1016/j.procs.2025.04.328 10. S. K. Henge, N. R. Viraati, M. Alhussein, A. S. Kushwaha, K. Aurangzeb and R. Singh, "Detection of Diabetic Retinopathy Using a Multi-Decision Inception-ResNet-Blended Hybrid Model," in IEEE Access, vol. 13, pp. 8988-9005, 2025, doi: 10.1109/ACCESS.2024.3525154 11. C. Ravisheker, Manmohan Sharma, and Santosh Kumar Henge, Detection of abusive text on online social networks using ensemble clustering algorithm with heuristic strategy International Journal of Computational Science and Engineering, vol.28, issue.2, pp. 185-203, March 2025. https://doi.org/10.1504/IJCSE.2025.144822 12. Henge, Santosh Kumar, Mandal, S.K., Sharma, A. et al. ML computational inference techniques and indicator metrics for analyzing uncertainties in stock market data. Multimedia Tools Applications (2025). https://doi.org/10.1007/s11042-024-20531-1 13. Henge, Santosh.Kumar., Rajakumar, R., Prasanna, P. et al. Multi-layered access control based auto tuning relational key implications in enterprise-level multi-tenancy. Multimedia Tools Applications (2024). https://doi.org/10.1007/s11042-024-19306-5 14. Santosh Kumar Henge, Sanjeev Kumar Mandal, Ameya Madhukar Rane, Megha Sharma, Ravleen Singh, S Anka Siva Phani Kumar and Anusha Marouthu, “Deployment of Secure Data Parameters Between Stock Inverters and Interfaces Using Command-Contamination-Stealth Management System” International Journal of Advanced Computer Science and Applications(IJACSA), 15(7), 2024. http://dx.doi.org/10.14569/IJACSA.2024.0150750 15. Aruna Kumari, A., Bhagat, A., & Kumar Henge, Santosh. (2024). Classification of Diabetic Retinopathy Severity Using Deep Learning Techniques on Retinal Images. Cybernetics and Systems, 1–25. https://doi.org/10.1080/01969722.2024.2375148 16. Mandal, Sanjeev Kumar , Sharma, Amit , Henge, Santosh Kumar, Bashir, Sumaira , Shukla, Madhuresh & Pathak, Asim Tara (2024) Secure data encryption key scenario for protecting private data security and privacy, Journal of Discrete Mathematical Sciences and Cryptography, 27:2-A, 269–281, DOI: 10.47974/JDMSC-1881 17. Sivagaminathan, V., Sharma, M. &Santosh Kumar Henge. Intrusion detection systems for wireless sensor networks using computational intelligence techniques. Cybersecurity 6, 27 (2023).https://doi.org/10.1186/s42400-023-00161-0 18. Santosh Kumar Henge, Rahul Kumar Jha, Sanjeev Kumar Mandal, C Menaka, Deepak Mehta, Aditya Upadhyay, Ashok Kumar Saini and Neha Mishra, “Personating GA Neural Fuzzy Hybrid System for Computing HD Probability” International Journal of Advanced Computer Science and Applications (IJACSA), 14(7), 2023. http://dx.doi.org/10.14569/IJACSA.2023.0140771 19. Aruna Kumari, Avinash Bhagat, Santosh Kumar Henge, Detection of early-stage symptoms of diabetic retinopathy prediction performance in machine learning algorithms, In book: Recent Advances in Computing Sciences, Taylor & Francis, CRC Press, October 2023, DOI: 10.1201/9781003405573-21 20. Vaishnavi Sivagaminathan, Manmohan Sharma, Santosh Kumar Henge, Integration of deep neural network architecture for network intrusion detection system, In book: Recent Advances in Computing Sciences, Taylor & Francis, CRC Press, October 2023, DOI: 10.1201/9781003405573-50 21. Henge, Santosh Kumar, Upadhyay, Aditya , Saini, Ashok Kumar , Mishra, Neha , Sharma, Dimpal & Sharma, Gajanand (2023) Analysis and detection of insider attacks using behaviour rule based architecture in enterprise multitenancy, Journal of Discrete Mathematical Sciences and Cryptography, 26:3, 707-718, DOI: 10.47974/JDMSC-1743. 22. Santosh Kumar Henge, Bhupinder Singh, Sanjeev Kumar Mandal, Manoj Kumar Yadav, Poonam Tomar Yadav, Aditya Upadhyay, Srinivasan Iyer, and Rajkumar A. Gupta, “Auto-Regressive Integrated Moving Average Threshold Influence Techniques for Stock Data Analysis” International Journal of Advanced Computer Science and Applications (IJACSA), 14(6), 2023. http://dx.doi.org/10.14569/IJACSA.2023.0140648. Scopus Indexed Journal. 23. Santosh Kumar Henge, Pooja Dhiman; Enterprise level centric secure system administration for analysis, detection and prevention of vulnerabilities, insider attacks in multi-tenants distribution environment. AIP Conf. Proc. 8 September 2023; 2800 (1): 020020. https://doi.org/10.1063/5.0167750 24. Santosh Kumar Henge, Pooja Dhiman; Integrating of rule based secure parameters for analyzing third-party applications and libraries in cross platform development. AIP Conf. Proc. 8 September 2023; 2800 (1): 020074. https://doi.org/10.1063/5.0167752 25. Bhupinder Singh, Santosh Kumar Henge; A study on trend dependency of the value of national stock exchange with its small cap stocks for effective decision support mechanism. AIP Conf. Proc. 8 September 2023; 2800 (1): 020122. https://doi.org/10.1063/5.0163491 26. Mayank Banoula, Santosh Kumar Henge; Study and analysis of light fidelity implications for scanning and tracking the luggage’s and containers inside airports and shipyard. AIP Conf. Proc. 8 September 2023; 2800 (1): 020135. https://doi.org/10.1063/5.0162831 27. Bhupinder Singh, Santosh Kumar Henge; The threshold effect of forecasting parameters on Saudi Financial Market due to volatile dynamics. AIP Conf. Proc. 8 September 2023; 2800 (1): 020170. https://doi.org/10.1063/5.0163493 28. Santosh Kumar Henge, Maheswari, G.U., Ramalingam, R., Alshamrani, S.S., Rashid, M.; Murugan, J. Dependable and Non-Dependable Multi-Authentication Access Constraints to Regulate Third-Party Libraries and Plug-Ins across Platforms, Systems, 2023, 11(5), 262. https://doi.org/10.3390/systems11050262, SCI and Scopus Indexed Journal. 29. Santosh Kumar Henge, Gitanjali Jayaraman, M Sreedevi, R Rajakumar, Mamoon Rashid, Sultan S. Alshamrani, Mrim M. Alnfiai, Ahmed Saeed AlGhamdi. Secure keys data distribution based user-storage-transit server authentication process model using mathematical post-quantum cryptography methodology [J]. Networks and Heterogeneous Media, 2023, 18(3): 1313-1334. doi: 10.3934/nhm.2023057, SCI and Scopus Indexed Journal. 30. Santosh Kumar Henge, A. Aruna Kumari, Avinash Bhagat, and Sanjeev Kumar Mandal, “Automated Decision Making ResNet Feed-Forward Neural Network based Methodology for Diabetic Retinopathy Detection” International Journal of Advanced Computer Science and Applications (IJACSA), 14(5), 2023. http://dx.doi.org/10.14569/IJACSA.2023.0140532. Scopus Indexed Journal. 31. Santosh Kumar Henge, Pooja Dhiman, Blockchain Merkle-Tree Ethereum Approach in Enterprise Multitenant Cloud Environment, Computers, Materials & Continua (CMC), Tech Science Press, 2023, 74(2), 3297-3313, https://doi.org/10.32604/cmc.2023.030558, SCI and Scopus Indexed Journal. 32. Santosh Kumar Henge, Rahul, Jha, “Neural Fuzzy Hybrid Rule based Inference System wi