2022Journal
Explainable Machine Learning in Identifying Credit Card Defaulters
Gururaja H S, Tanmay Srinath
Global Transitions ProceedingsElsevierVolume 3, Issue 1
Machine Learning & AI
Citations
16
Scholarly Contributions
A comprehensive record of my research journey, peer-reviewed publications, and academic impact in the fields of AI, Security, and Engineering.
Research
Research Domains
Six interlocking research areas spanning AI, security, and emerging tech.
7 papers
Cybersecurity
Cryptography, Network Security, Covert Channel Analysis, and Privacy Solutions in Smart Grids.
CryptographyNetwork SecurityCovert ChannelsPrivacy
8 papers
Machine Learning & AI
Explainable AI, Ensemble Models, Anomaly Detection, Deep Belief Networks, and Graph Neural Networks.
Explainable AIEnsembleDeep LearningGNN
3 papers
Blockchain
Decentralized Energy Trading for Smart Grids, Hashgraph for financial systems, and Smart City loan risk.
Smart ContractsDeFiHashgraphSmart Grids
4 papers
IoT & Automation
Smart irrigation using sensor-based agricultural insights, weather prediction, and RPA with UiPath.
Smart SensorsRPAUiPathAgri IoT
4 papers
Computer Vision
CNN-based object detection, Few-Shot Object Detection, Traffic Violation Detection, and accessibility.
CNNObject DetectionTraffic AIAccessibility
3 papers
Educational Technology
Blended MOOCs, Virtual Academy for higher education, MCQ generation using NLP and Graph models.
Blended LearningMOOCsNLP in EdTechVirtual Academy
Publications
Scholarly Contributions
Dr. Gururaja's research portfolio features 14 peer-reviewed works, cited by researchers globally in the fields of AI, Cybersecurity, and IoT.
"Research is what I'm doing when I don't know what I'm doing."
— Wernher von Braun
VIEW DOI
2014Journal
Comparative Study of RSA, ECC and Goldwasser-Micali Cryptosystems
Gururaja H S, Dr. K Mallikharjuna Babu
International Journal
Cybersecurity
Citations
15
2022Journal
Explainable Stacking Machine Learning Ensemble for Airline Customer Satisfaction
Gururaja H S
Global Transitions ProceedingsElsevierVolume 3, Issue 1
Machine Learning & AI
Citations
8
2022Journal
Application of Few-Shot Object Detection in Robotic Perception
Gururaja H S, T.K. Shashank, N. Hitesh
Global Transitions ProceedingsElsevierVolume 3, Issue 1
Computer Vision
Citations
7
2013Journal
Design and Performance Analysis of a Secure Elliptic Curve Cryptosystem (ECC)
Gururaja H S
International Journal
Cybersecurity
Citations
7
2020Journal
Detection of Traffic Violations using Moving Object and Speed Detection
Gururaja H S, Neha Prakash, Chirag Uday Kamath
Wutan Huatan Jisuan JishuVolume XVI, Issue VI
Computer Vision
Citations
6
2024Conference
Multi-Model Ensemble for Student Mental Health Assessment
Gururaja H S
IEEE WICT ConferenceIEEE
Machine Learning & AI
Citations
3
2024Journal
Decentralized Energy Trading for Grids Using Blockchain
Gururaja H S
International Journal
Blockchain
Citations
2
2022Journal
A Typical Analysis of Hybrid Covert Channel using Constructive Entropy Analytics
Gururaja Hebbur Satyanarayana, Anjan Krishnamurthy Koundinya
IJECEIAESVolume 12, Issue 4
Cybersecurity
Citations
2
2025Journal
Hashgraph: A Solution for Energy-Efficient Transaction Processing in Financial Systems
Gururaja H S, Sai Dhruv G P, Kaushik Nagaraj, Paavani Ramakrishna
AIP Conference ProceedingsAmerican Institute of Physics [Q4]3278(1): 020030
Blockchain
Citations
0
2025Journal
A Hybrid Optimization Framework with Deep Belief Networks for Moisture and Nutrient Sensor-Based Agricultural Insights
Gururaja H S, S. Rajalakshmi, Jayalakshmi V, et al.
Results in EngineeringElsevier [Q2]Volume 28, 2025, 107149
IoT & AutomationMachine Learning & AI
Citations
0
2025Conference
Advancing Molecular Property Prediction with Graph Neural Networks: Insights from Quantum Mechanical Data
Gururaja H S, Tilock Sadhukhan, Archishman Gupta, Sourya Sarkar
ICEAMS-20251st International Conference on Advanced Materials and StructuresPreprint
Machine Learning & AI
Citations
0
2025ConferenceBest Paper Award
Privacy Solutions in Smart Grids: A Critical Literature Review and Proposed Path Forward
Gururaja H S, Shuaib Mohammed, Connor Brackley
Proceedings of IRAJ International ConferenceIRAJBangalore, India
Cybersecurity
Citations
0
2016Journal
Blended MOOCs: Impacting the Future of Higher Education
Gururaja H S, Dr. K Mallikharjuna Babu
Journal of Engineering Education Transformations (JEET)JEETVolume 29, No. 3
Educational Technology
Citations
0
Explore All on Google Scholar
Last updated: May 2024
Contributions
Institutional Contributions
Systems built, automated, and deployed across BMSCE.
Built & Deployed
Automation of Annual Performance Report
Office of Establishment, BMSCE
Designed and deployed an automated system for generating Annual Performance Reports — eliminating manual effort and ensuring accuracy.
RPAAutomationUiPath
Institution-wide deployment
Project Guidance & Deployment
Online Seating Arrangement Application
Office of Controller of Examinations (COE), BMSCE
Guided the development and oversaw the deployment of a web-based seating arrangement application that automates exam hall allocation for thousands of students.
Web AppAutomationExaminations
Deployed across all examinations
Project Guidance & Deployment
Student Database Management System
First Year Dean Office, BMSCE
Spearheaded the design and deployment of a comprehensive database management system for first-year students.
DatabaseManagementDeployment
Streamlined first-year admin
Creator & Facilitator
Virtual Academy on Blended MOOCs
Higher Education Community
Established a Virtual Academy integrating Blended MOOCs to impact the future of higher education. Featured in JEET.
EdTechMOOCsVirtual Learning
Impacting higher education nationallyVISIT PROJECT