Dr VINODHA D
ME, PhD
ASSOCIATE PROFESSOR
ME, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | AI-Powered Botnet Detection Systems: A Critical Review of Current Approaches and Challenges | Lecture Notes in Networks and Systems / 1456 / / 93 - 104 | 2367-3370 | 18-Nov-2025 |
| 2 | Integrating Simple Temporal Attention for Improved Video Summarization | Lecture Notes in Networks and Systems / 1341 / / 217 - 231 | 2367-3370 | 24-Oct-2025 |
| 3 | Integrating Simple Temporal Attention for Improved Video Summarization | Lecture Notes in Networks and Systems / 1341 / / 217 - 231 | 2367-3370 | 24-Oct-2025 |
| 4 | Machine Learning Approaches for Detection of Cyberbullying in Virtual Space | Lecture Notes in Networks and Systems / 1616 / / 104 - 111 | 2367-3370 | 01-Oct-2025 |
| 5 | Development of an Adaptive Mathematical Education System for Middle Grades Using Machine Learning | Lecture Notes in Networks and Systems / 1616 / / 363 - 373 | 2367-3370 | 01-Oct-2025 |
| 6 | Educational Perspectives of the Metaverse | Lecture Notes in Networks and Systems / 1616 / / 32 - 43 | 2367-3370 | 01-Oct-2025 |
| 7 | Enhancing Reliability and Accuracy in Wind Energy Forecast Using CNN-LSTM Hybrid Model | Smart Innovation, Systems and Technologies / 114 / / 41 - 52 | 2190-3026 | 24-Aug-2025 |
| 8 | Content-Based Product Recommendation Systems Review | Lecture Notes in Networks and Systems / 1277 / / 489 - 501 | 2367-3370 | 13-Jul-2025 |
| 9 | An Ensemble Approach Using ResNet and DenseNet for Cataract Detection | Lecture Notes in Networks and Systems / 1221 / 1 / 513 - 525 | 2367-3389 | 25-May-2025 |
| 10 | Unlocking Insights into Mental Well-Being: A Deep Learning Approach to Depression Detection | Lecture Notes in Networks and Systems / 1200 / 1 / 535 - 545 | 2367-3389 | 17-May-2025 |
| 11 | Sign Language Recognition Using Hand Gestures | Lecture Notes in Networks and Systems / 1200 / 1 / 341 - 352 | 2367-3389 | 17-May-2025 |
| 12 | Lightweight Sybil attack detection framework for wireless sensor network with cluster topology | AIP Conference Proceedings / / / - | 0094-243X | 09-Jan-2025 |
| 13 | An Efficient Compressive Data Collection Scheme for Wireless Sensor Networks | Lecture Notes in Networks and Systems / / / 31 - 47 | 2367-3389 | 17-Nov-2024 |
| 14 | Theoretical Framework for Blockchain Secured Predictive Maintenance Learning Model Using Digital Twin | Lecture Notes in Networks and Systems / / / 55 - 66 | 2367-3389 | 19-Oct-2024 |
| 15 | Advancements in Sybil Attack Detection: A Comprehensive Survey of Machine Learning-Based Approaches in Wireless Sensor Networks | Lecture Notes in Networks and Systems / / / - | 2367-3389 | 16-Oct-2024 |
| 16 | Secure Identity Based Authentication for Emergency Communications | Lecture Notes in Networks and Systems / 840 / 0 / 129 - 140 | 2367-3389 | 17-Feb-2024 |
| 17 | Integrity assured multi-functional multi-application secure data aggregation in wireless sensor networks (IAMFMA-SDA) | Journal of Intelligent and Fuzzy Systems / 45 / / 1453 - 1472 | 1064-1246 | 02-Jul-2023 |
| 18 | Discrete Integrity Assuring Slice-Based Secured Data Aggregation Scheme for Wireless Sensor Network (DIA-SSDAS) | Wireless Communications and Mobile Computing / 2021 / 2021 / 1 - 17 | 1530-8669 | 09-Jul-2021 |
| 19 | A novel multi functional multi parameter concealed cluster based data aggregation scheme for wireless sensor networks (NMFMP-CDA) | Wireless Networks / 27 / Feb 2021 / 1111 - 1128 | 1022-0038 | 20-Nov-2020 |
| 20 | Secure Data Aggregation Techniques for Wireless Sensor Networks: A Review | Archives of Computational Methods in Engineering / 26 / 2019 / 1007 - 1027 | 1134-3060 | 01-Sep-2019 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Leveraging ML based Technique for Mobile Sales Forecasting | RAKOTH KANDAN SAMBANDAM,DHARMA PATEL,DIVYA VETRIVEERAN,JENEFA J,ARUNA S K,VINODHA D,IEEE | 978-93-80544-60-1 | / |
| 2 | Blockchain-Based Digital Twins: Research Trends and Challenges (1st ed.) | VINODHA D,MARY ANITA E A,T PADMAVATHY,GEETHA P,VANDANA SHARMA,PRASANTH A,RAJESH KUMAR DHANRAJ,PETHURURAJ | 978-104026679-3, 978-177491842-5 | / |
| 3 | Environmental Monitoring Using Artificial Intelligence | RAKOTH KANDAN SAMBANDAM,JENEFA J,DIVYA VETRIVEERAN,VINODHA D,S. THAIYALNAYAKI,P. KARTHIKEYAN,A. SURESH,T. DEVI,N. DEEPA,ALI KASHIF BASHIR | 9781394270392 | / |
| 4 | International Conference on Advances in Information Technology (ICAIT) | MANJUNATHA SWAMY C,ARUNRAJA A ,VINODHA D,BABU KUMAR S ,RAGHAVENDRA BABU T M ,KIRAN B | 979-8-3503-8386-7 | / |
| 5 | Theoretical Framework for Integrating IoT and Explainable AI in a Smart Home Intrusion Detection System | RAKOTH KANDAN SAMBANDAM,MAHI DIXIT,SWETHA MARIA SIBY,DIVYA VETRIVEERAN,VINODHA D,JENEFA J | 979-8-3503-8365-2 | / |
| 6 | Deep Learning Based Age Estimation Model | RAKOTH KANDAN SAMBANDAM,GADDAM JASWANTH REDDY,SRUJAN BENDILI,VINODHA D,JENEFA J,DIVYA VETRIVEERAN | 979-8-3503-8427-7 | / |
| 7 | Cyber Space and Outer Space Security | JENEFA J,MARY ANITA E A,RAKOTH KANDAN SAMBANDAM,DIVYA VETRIVEERAN,VINODHA D,OTHER | 9788770041881 | / |
| 8 | The Future of Agriculture: IoT, AI and Blockchain Technology for Sustainable Farming | MARY ANITA E A,VINODHA D,BUVANA,RAJALAKSHMI,JENEFA J,LAPINA,KAVITHA PANDEY | 978-981-5274-35-6 | / |
| 9 | 2017 International Conference on Information Communication and Embedded Systems, ICICES 2017 | MARY ANITA E A,VINODHA D,UMARANI | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | 8th International conference Soft Computing and Signal Processing (ICSCSP -2025) | Conference | Development of an Audio-To-Sign language converter tool to enhance communication for hearing impaired individuals | Presenter) | Malla Reddy College of Engineering and TechnologySecunderabad,Telangana | 20/06/2025 |
| 2 | 2025 International Conference on Contemporary Computing and Communications(InC4) | Conference | Covid-19 detection using Ensembles Deep Learning Model with Multi Modality Input | Presenter) | Christ University | 14/03/2025 |
| 3 | 3rd 2024 IEEE World conference on Applied Intelligence and Computing | Conference | Moderator/Chair) | Soft Computing Research society | 27/07/2024 | |
| 4 | 7th International conference on Soft Computing and Signal Processing | Conference | An Ensemble Approach Using ResNet and DenseNet for Cataract Detection | Presenter) | Malla Reddy College of Engineering and TechnologyHyderabad | 21/06/2024 |
| 5 | 7th International conference on Soft Computing and Signal Processing(ICSCSP-2024) | Conference | Sign Language Recognition using Hand Gestures | Presenter) | Malla Reddy College of Engineering and TechnologyHyderabad | 21/06/2024 |
| 6 | 6th International Conference Intelligent Manufacturing and Energy Sustainability - ICIMES - 2024 | Conference | Enhancing Reliability and Accuracy in Wind Energy Forecast using CNN-LSTM Hybrid Model | Presenter) | Malla Reddy College of Engineering and TechnologyHyderabad | 21/06/2024 |
| 7 | 7th International Conference on Soft Computing and Signal Processing(ICSCSP-2024) | Conference | Unlocking Insights into Mental Well-being: A Deep Learning Approach to Depression Detection | Presenter) | Malla Reddy College of Engineering and TechnologyHyderabad | 21/06/2024 |
| 8 | IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies ? TQCEBT-24 | Conference | Deep Learning Based Age Estimation Model | Presenter) | Christ University | 22/03/2024 |
| 9 | IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies ? TQCEBT-24 | Conference | Deep Learning based Age estimation model | Presenter) | Christ University | 22/03/2024 |
| 10 | 2024 IEEE International Conference on Contemporary Computing and Communications (InC4) | Conference | Theoretical Framework for Integrating IoT and Explainable AI in a Smart Home Intrusion Detection System | Presenter) | Christ University | 15/03/2024 |
| 11 | The 2024 IEEE International Conference on Contemporary Computing and Communications (InC4) | Conference | Theoretical Framework for Integrating IoT and Explainable AI in a Smart Home Intrusion Detection System | Presenter) | Christ University | 15/03/2024 |
| 12 | International Conference on "Artificial Intelligence Summit - Towards Smart Sustainability Society 2023" | Conference | Label based Feature Classification Model for Extracting Information with dynamic Load Balancing | Presenter) | National Institute of Engineering, Mysuru | 22/12/2023 |
| 13 | 4th Congress on Intelligent Systems (CIS2023) | Conference | Moderator/Chair) | Christ University | 04/09/2023 | |
| 14 | 6th International Conference on Soft Computing and Signal Processing (ICSCSP - 2023) | Conference | Co-presenter) | Malla Reddy college of Engineering and Technology, Hyderabad, India, Online | 23/06/2023 | |
| 15 | 6th International Conference on Soft Computing and Signal Processing (ICSCSP - 2023) | Conference | Secure Identity based Authentication for Emergency Communications | Presenter) | Malla Reddy college of Engineering and Technology, Hyderabad, India, | 23/06/2023 |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | Portable and Rotatable Earth Moving Arm | JENEFA J,NAVEEN J,MICHAEL MOSES T,VINODHA D | 16-Dec-2023 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Product Recommendation System Using Digital Twin and ML | VINODHA D, MARY ANITA E A,JENEFA J | Internal | |
| 2 | ATAL FDP on Quantum Machine Learning | MARY ANITA E A, VINODHA D | AICTE, New Delhi | External |
| 3 | ?Quantum Cryptography : Unleashing Secure Communication? | MARY ANITA E A, VINODHA D,JENEFA J | DRDO | External |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Next Gen AI and LLMs: Transforming Pedagogy and Research | AICTE Training And Learning (ATAL) Academy, NATIONAL INSTITUTE OF TECHNICAL TEACHERS' TRAINING | National | Participant | 10/11/2025 |
| 2 | HED Training | CHRIST (Deemed to be University), | Institutional | Invited Resource Person/Trainer | 28/10/2025 |
| 3 | "Cybersecurity: Post-Quantum Cryptography and Secure Systems," | ANNA UNIVERSITY & IIT ROORKEE, Anna University | National | Participant | 24/10/2025 |
| 4 | Exploring the Foundations and Applications of Quantum Computing: Bridging Theory and Practice | JAIN DEEMED TO BE UNIVERSITY SCHOOL OF COMPUTER APPLICATIONS AND IT, JAIN DEEMED TO BE UNIVERSITY | National | Participant | 08/09/2025 |
| 5 | Advanced Drone Technology | Bharat Space Education Research Centre, Bharat Space Education Research Centre | National | Participant | 15/08/2025 |
| 6 | Advanced Drone Technology workshop | Bharat Space Education Research Centre and IISc, Bharat Space Education Research Centre and IISc | National | Participant | 13/07/2025 |
| 7 | Exploring Future Research Developments with GenAI Technology Innovations | Department of AIML&DS, CSE, | National | Participant | 09/07/2025 |
| 8 | Mastering the Art of Creating Online Course | Centre for Digital Learning at Bangalore Yeshwanthpur Campus, | Institutional | Participant | 16/06/2025 |
| 9 | QUANTUM COMPUTING: CONCEPTS AND RESEARCH AVENUES | Department of Electronics and Communication Engineering, R.M.K. College of Engineering and Technology | National | Participant | 19/05/2025 |
| 10 | Quantum Conclave | Karnataka Innovation and Technology Society, Government of Karnataka, Indian Institute of Science, Bengalore | International | Participant | 10/02/2025 |
| 11 | The Advanced Drone Technology | India Space Lab, India Space Lab | International | Participant | 05/01/2025 |
| 12 | Immersive Virtual Reality in Navigating the Feature Learning | AICTE & PRATHYUSHA ENGINEERING COLLEGE, PRATHYUSHA ENGINEERING COLLEGE | International | Participant | 09/12/2024 |
| 13 | Quantum Machine Learning | AICTE & CHRIST UNIVERSITY, | International | Participant | 18/11/2024 |
| 14 | Quantum Machine Learning | Department of CSE, | International | Organiser & Participant | 18/11/2024 |
| 15 | Seasonal School for Quantum Circuits | IEEE CAS Bangalore Chapter, IISc, Bangalore | International | Participant | 09/11/2024 |
| 16 | Quantum Cryptography- unleashing secure communication | Department of CSE, | National | Organiser & Participant | 03/10/2024 |
| 17 | Internal Hackathon for SIH2024 | CSE department, | Institutional | Organiser & Participant | 30/08/2024 |
| 18 | MOOC on Natural Language Processing with Probabilistic Models | COURSERA, Stanford University | International | Participant | 13/08/2024 |
| 19 | Problem solving Blitz- A data structures and Algorithms challenges | CSE department, | Institutional | Organiser & Participant | 30/07/2024 |
| 20 | PIXEL PERFECT UI/UX competition | CSE department, | Institutional | Organiser & Presenter | 26/07/2024 |
| 21 | ACM Chapter Registration Drive | CSE department, | Institutional | Organiser & Participant | 23/07/2024 |
| 22 | Inaugural Ceremony of CU Kengeri ACM student Chapter | CSE department, | Institutional | Organiser & Participant | 13/07/2024 |
| 23 | Recent Trends in Computing 4.0 | Vishwakarma Institute of Technology,Pune, Vishwakarma Institute of Technology,Pune | International | Participant | 08/07/2024 |
| 24 | Empowering Innovations: six days International FDP on AI Technologies | CHRIST(Deemed to be University), Bangalore, | International | Participant | 08/07/2024 |
| 25 | MOOC on Natural Language Processing with classification and Vector Spaces | COURSERA, Stanford University | International | Participant | 25/06/2024 |
| 26 | FDP on Design Thinking and Innovations | Sathyabama Institute of Science and Technology, | International | Participant | 06/05/2024 |
| 27 | FDP on Design Thinking and Innovations | Sathyabama Institute of Science and Technology, Sathyabama Institute of Science and Technology | International | Invited Resource Person/Trainer | 06/05/2024 |
| 28 | Comprehensive Cyber Security and Ethical Hacking, From Fundamental to Advanced Techniques | CBIT(A), Hyderabad, Telungana, | International | Participant | 04/03/2024 |
| 29 | Workshop on Emerging Data Engineering Technologies | Sri Venkateswara college of Engineering, Sriperumbudur, Sri Venkateswara college of Engineering, Sriperumb | International | Participant | 29/01/2024 |
| 30 | Elevating Data Analytics through AI and AWS | CHRIST(Deemed to be University), Bangalore, | Participant | 29/01/2024 | |
| 31 | Short-Term Training Program on Foundations and Frontiers:A Research Perspective on Deep Learning Applications | Department of CSE,Vardhaman College of Engineering,Hydrabad, Vardhaman College of Engineering,Hydrabad | National | Participant | 18/12/2023 |
| 32 | Professional Development Programme | National Institue of Technical Teachers Training and Research, Chennai, Ministry of Education, Government of India | National | Participant | 25/09/2023 |
| 33 | Faculty Orientation Program | CHRIST(Deemed to be University), Bangalore, | Participant | 19/09/2023 | |
| 34 | Induction Program | CHRIST(Deemed to be University), Bangalore, | Institutional | Participant | 21/07/2023 |
| 35 | Faculty Development Programme -I | CHRIST(Deemed to be University), Bangalore, | Institutional | Participant | 26/06/2023 |
| 36 | Hands-on Faculty Development Program on UI/UX | L&T EduTech, | Institutional | Participant | 13/06/2023 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Reviewer | CHRIST(Deemed to be University), Kengeri, Bangalore | 07 March 2024 | |
| 2 | Badge Certificate | Professional Excellence in Basics of Quantum Information | IBM | 08 January 2025 |
| 3 | Reviewer | SCRS | 28 July 2024 | |
| 4 | Session chair | CHRIST(Deemed to be University) | 14 March 2025 | |
| 5 | Session Chair | CHRIST(Deemed to be University) | 16 September 2025 | |
| 6 | Course Certificate | Mathematical Foundations and Quantum Mechanics Essentials | COURSERA | 26 October 2025 |
| 7 | Reviewer | Manav Rachna International Institute of Research and Studies | 01 November 2025 | |
| 8 | Course Certificate | Python Programming for Quantum Computing | COURSERA | 07 November 2025 |