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Faculty & Staff

Dr Boppuru Rudra Prathap
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Dr Boppuru Rudra Prathap

Professor

  • School/College

    Faculty of Engineering and Technology

  • Department

    Department of Computer Science and Engineering

Dr. Boppuru Rudra Prathap is currently working as a Professor in the Department of Computer Science and Engineering, Faculty of Engineering and Technology, M. S. Ramaiah University of Applied Sciences, Bengaluru. He has over 17 years of academic and research experience in the field of Computer Science and Engineering. His core research interests include Artificial Intelligence, Machine Learning, Data Science, Cybersecurity, Internet of Things (IoT), Natural Language Processing, and Spatio-temporal Data Analytics.

Dr. Prathap has authored over 50 publications in international journals and conferences, many of which are indexed in Scopus and Web of Science. He has filed six patents, with several focusing on healthcare, cyberbullying detection, and intelligent IoT applications. He is also a book editor and contributor to multiple international book chapters with publishers like Springer, Academic Press, IGI Global, and Bentham Books.

Dr. Boppuru Rudra Prathap has actively mentored numerous student research teams, including external IEEE mentees, guiding them toward successful conference presentations at reputed events. In parallel, he has made significant contributions to the academic peer-review ecosystem as a reviewer for various esteemed journals published by IEEE, Elsevier, Springer, and other renowned publishers. With over 100 verified peer reviews and continuous involvement in the review of internationally acclaimed journals, Dr. Prathap’s reviewing efforts reflect his deep commitment to maintaining research integrity and promoting knowledge dissemination across diverse and interdisciplinary domains.

Qualifications

  • Ph. D. in Computer Science and Engineering

    Christ University 2020

  • M.Tech in Software Engineering

    J N T U Kakinada 2010

  • B.Tech in Information Technology

    Andhra University 2007

Experience

Total Years of Experience

17 + Years

Academic Experience
  • Associate Professor, Dept. of Computer Science & Engineering, CHRIST (Deemed to be University), Karnataka, India- Aug, 2021 – Mar 2025.
  • Assistant Professor, Dept. of Computer Science & Engineering, CHRIST (Deemed to be University), Karnataka, India, Jun, 2012 – Aug 2021
  • Assistant Professor, Dept. of Computer Science & Engineering, Jain University, Karnataka, India. Jul 2011 – May 2012.
  • Assistant Professor, D.V.R.H.S.Mic College of technology, Vijayawada, Andhra Pradesh, India. Mar 2008– April 2011.

  • Data Mining, Data analytics, Social media Analytics, Machine Learning, Artificial Intelligence, Spatio temporal Crime analysis, IOT Sensor Data analytics, Data Science & Predictive Analytics, Cybersecurity & Secure Computing, Healthcare Informatics, Computer Vision & Image Processing.

Books:
Books Chapters:
  • Sreekumar, Krishna, T. Punitha Reddy, and Boppuru Rudra Prathap. "Enhancing Patient Safety and Efficiency in Intravenous Therapy: A Comprehensive Analysis of Smart Infusion Monitoring Systems." Internet of Things in Bioelectronics: Emerging Technologies and Applications (2024): 171-200.
  • Boppuru Rudra Prathap, Geospatial crime analysis and forecasting with machine learning techniques, “Artificial Intelligence and Machine Learning for EDGE Computing, Academic Press, 2022, Pages 87-102, ISBN 9780128240540, https://doi.org/10.1016/B978-0-12-824054-0.00008-3.
  • Boppuru Rudra Prathap, Tulasi Patnala, Ramadevi Jujjuri, Arun Tripathi, Chandrika V S, Sankararao Majji , Detection of Cyber Crime based on Facial Patterns Enhancement using Machine Learning and Image Processing Techniques, “Using Computational Intelligence for the Dark Web and Illicit Behaviour Detection” , DOI: 10.4018/978-1-6684-6444-1 https://www.igi-global.com/book/using-computational-intelligence-dark-web/301614
  • Krishnan, B., Kokatnoor, S. A., Reddy, V., & Prathap, B. R. (2022). COVID-19 Analysis, Prediction, and Misconceptions: A Computational Machine Learning Model as a New Paradigm in Scientific Research. In D. Alemneh (Ed.), Handbook of Research on the Global View of Open Access and Scholarly Communications (pp. 178-213). IGI Global. https://doi.org/10.4018/978-1-7998-9805-4.ch010
  • Hari Murthy, Kukatlapalli Pradeep Kumar, Boppuru Rudra Prathap, Vinay Jha Pillai, “Covicare: Current Trends And Challenges Of Telemedicine In India: A Case Study On Patient Satisfaction”, “Advances in Data Science Driven Technologies: Emerging Computational Approaches in Telehealth and Telemedicine: A Look at The Post COVID-19 Landscape”, BENTHAM BOOKS.

  • Sharanya Patil, Sahini Reddy , Jaldu Asish , Ranjana Prakash , Boppuru Rudra Prathap , “Lunar Terrain Depth Mapping and 3D Reconstruction: Benchmarking Seven Depth Estimation Models” 22nd OITS International Conference on Information Technology 12th - 14th Dec, 2024. SRM University, AP, India.(Best Paper Award)
  • Aaron Probha, Pawan jeet Singh,Amarthya Dutta, Boppuru Rudra Prathap & Kukatlapalli Pradeep Kumar, “Real-Time Stress Monitoring Using IoT Wearable Sensors and Machine Learning” , International Conference on Business Intelligence and Data Analytics (BIDA 2024), organized by RV Institute of Management (RVIM), Bengaluru, India, April 06-07, 2024. (Best Paper Award).

International Conference Papers
  • Boppuru Prathap, Noeal Rajeev Thaleeparambil, Abiya Biju, Deva Krishna, Rekha V and Vandana Reddy, “Real-Time Safety Monitoring for Construction Sites Using RFID and Visual Recognition Technologies”, 1st International Conference on AIML-Applications for Engineering & Technology, January 16-17th, 2025, organized by MKSSS’s Cummins College of Engineering for Women, Pune, India. DOI: 10.1109/ICAET63349.2025.10932179
  • Sharanya Patil, Sahini Reddy , Jaldu Asish , Ranjana Prakash , Boppuru Rudra Prathap , “Lunar Terrain Depth Mapping and 3D Reconstruction: Benchmarking Seven Depth Estimation Models” 22nd OITS International Conference on Information Technology 12th - 14th Dec, 2024. SRM University, AP, India.(Best Paper Award)
  • Aaron Probha, Pawan jeet Singh, Amarthya Dutta, Boppuru Rudra Prathap & Kukatlapalli Pradeep Kumar, “Real-Time Stress Monitoring Using IoT Wearable Sensors and Machine Learning”, International Conference on Business Intelligence and Data Analytics (BIDA 2024), organized by RV Institute of Management (RVIM), Bengaluru, India, April 06-07, 2024. (Best Paper Award). https://doi.org/10.1007/978-981-97-7717-4_23
  • Samiksha Budhiraja, Inika Babbar, Rohan Sutradhar, Boppuru Rudra Prathap, “Stress Monitoring and Intervention for Women using Enhanced BERT Models”, 3rd International Conference on Advances in Data-driven Computing and Intelligent Systems (ADCIS 2024) - Organized by BITS Pilani, K K Birla Goa Campus, India September 20-21, 2024.
  • Sai Shradha V & Boppuru Rudra Prathap, “Artificial Intelligence-Driven Perspectives on Maternal Health: Revealing Important Aspects and Improving Pregnancy Results via Machine Learning”, 5th International Conference on Data Science, Computation and Security (IDSCS 2024), 08-09, November 2024 hosted by Christ (Deemed to be University), Delhi NCR Campus, India.
  • Venkatesh A, Boppuru Rudra Prathap, Rekha V and Vandana Reddy, “Integrating IoT with Google Maps for Automated Turn Signal Systems in Vehicles”, 2nd International Conference on Artificial Intelligence, Computing Technologies, Internet of Things (IoT) and Data Analytics, 15 - 17 November 2024, NIT Raipur, India.
  • Michael Moses T, Boppuru Rudra Prathap, Kukatlapalli Pradeep Kumar, Hari Murthy, Vinay Jha Pillai, “Forecasting Flight Delays with a Multilayered Memory Fusion Network”, International Conference on Machine Learning and Data Engineering, ICMLDE 2024, 28th-29th November 2024, Dehradun, India.
  • A. P. Kanara, P. Kumari and B. R. Prathap, "Python Driven Keyword Analysis for SEO Optimization," 2024 10th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, 2024, pp. 1170-1176, doi: 10.1109/ICACCS60874.2024.10717132.
  • V. Agarwal, M. Singh and B. R. Prathap, "Enhanced Multi-Model Approach for Motion and Violence Detection using Deep Learning Methods Using Open World Video Game Dataset," 2024 First International Conference on Pioneering Developments in Computer Science & Digital Technologies (IC2SDT), Delhi, India, 2024, pp. 1-6, doi: 10.1109/IC2SDT62152.2024.10696130.
  • M. Vincent, S. Thomas, S. Suresh and B. R. Prathap, "Enhancing Industrial Equipment Reliability: Advanced Predictive Maintenance Strategies Using Data Analytics and Machine Learning," 2024 IEEE International Conference on Contemporary Computing and Communications (InC4), Bangalore, India, 2024, pp. 1-6, doi: 10.1109/InC460750.2024.10649212.
  • N. Thaleeparambil, A. Biju and B. Prathap, "Integrated Automated Attendance System with RFID, Wi-Fi, and Visual Recognition Technology for Enhanced Classroom Security and Precise Monitoring," 2024 IEEE International Conference on Contemporary Computing and Communications (InC4), Bangalore, India, 2024, pp. 1-6, doi: 10.1109/InC460750.2024.10649192.
  • M. S, K. A. Ajith, S. VS and B. R. Prathap, "Abusive Words Detection on Reddit Comments Using Machine Learning Algorithms," 2024 2nd International Conference on Device Intelligence, Computing and Communication Technologies (DICCT), Dehradun, India, 2024, pp. 312-317, doi: 10.1109/DICCT61038.2024.10532806.
  • R. Nagavibha, M. M. Satheesh, M. P. Chandy and B. R. Prathap, "An Empirical and Statistical Analysis of Fetal Health Classification Using Different Machine Learning Algorithm," 2024 4th International Conference on Data Engineering and Communication Systems (ICDECS), Bangalore, India, 2024, pp. 1-7, doi: 10.1109/ICDECS59733.2023.10503087.
  • V. A. Joseph, B. R. Prathap and K. P. Kumar, "Detecting Cyberbullying in Twitter: A Multi-Model Approach," 2024 4th International Conference on Data Engineering and Communication Systems (ICDECS), Bangalore, India, 2024, pp. 1-6, doi: 10.1109/ICDECS59733.2023.10502699.
  • V. Jamadagni, D. Vedavalli, S. Priyadarshi, S. Vasudev and B. R. Prathap, "An Empirical and Statistical Analysis of Regression Algorithms Used for Mental Fitness Prediction," 2023 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), Greater Noida, India, 2023, pp. 805-810, doi: 10.1109/ICCCIS60361.2023.10425084.
  • Reshma Rachel Cherish, Gifty Roy, Boppuru Rudra Prathap, “An Empirical and Statistical Analysis of Classification Algorithms Used in Heart Attack Forecasting”, International Conference On Computational Sciences And Sustainable Technologies Sultanate Of Oman & Republic Of India, at CHRIST University-Bangalore 8th and 9th May 2023. https://doi.org/10.1007/978-3-031-50993-3_28.
  • Shaleen Mishra, Abhijith S, Boppuru Rudra Prathap, “Analytical Results of Heart Attack Prediction Using Data Mining Techniques”, IEEE International Conference on Contemporary Computing and Communications (InC4), CHRIST (Deemed to be University), Kengeri Campus, Bangalore -560 074, April 21-22, 2023. DOI: 10.1109/InC457730.2023.1026327.
  • Leisha R, Katelyn Jade Medows, Boppuru Rudra Prathap, “Data Analysis on Hypothyroid Profiles using Machine Learning Algorithms”, IEEE International Conference on Contemporary Computing and Communications (InC4), CHRIST (Deemed to be University), Kengeri Campus, Bangalore -560 074, April 21-22, 2023.
  • Krishna Sreekumar, Jeswin Francis, Boppuru Rudra Prathap, “Smart Intravenous Infusion Monitoring and Alert System using IoT-based Force Sensitive Resistor and Whatabot API”, IEEE International Conference on Contemporary Computing and Communications (InC4), CHRIST (Deemed to be University), Kengeri Campus, Bangalore -560 074, April 21-22, 2023.
  • M. Vivek and B. R. Prathap, "Crime Analysis and Forecasting using Twitter Data in the Indian Context," 2023 International Conference on Artificial Intelligence and Smart Communication (AISC), Greater Noida, India, 2023, pp. 919-924, doi: 10.1109/AISC56616.2023.10085282.
  • Arpit Sharma, Boppuru Rudra Prathap, Javid Hussain, “A Comparative Investigation on the use of Machine Learning Techniques for Currency Authentication”, International Conference on Artificial Intelligence Trends and Pattern Recognition (ICAITPR) – 2022, Vardhaman College of Engineering- Hyderabad, India, 10th March 2022.
  • Javid Hussain, Boppuru Rudra Prathap, and Arpit Sharma, “An Improved and Efficient YOLOv4 method for Object Detection in Video Streaming”, International Conference on Data Science, Computation and Security (IDSCS 2022), CHRIST (Deemed to be University), Pune Lavasa Campus, 11-12 February 2022.
  • Boppuru Rudra Prathap and Ramesha K, “Twitter Sentiment for Analysing Different Types of Crimes”, IEEE International Conference on Communication, Computing & Internet of Things - (IC3IoT 2018), Sri Sai Ram Engineering College, Feb 16-17, 2018, Chennai, India.
  • Boppuru Rudra Prathap and Ramesha K, “A Literature Survey on Heuristic Algorithms to Predict Crime Using Social Media Data”, International conference on Sustainable Advanced Computing (ICSAC-2018), CHRIST (Deemed to be University), Mar 2-3, 2018, Bangalore, India.
  • Boppuru Rudra Prathap and Ramesha K, “Geospatial crime analysis to determine crime density using KDE for the Indian context”, International Conference on Intelligent Computing –ICIC-2018, Amrita Vishwa Vidyapeetham, Oct 25-27, 2018, Bengaluru Campus, India.
  • Boppuru Rudra Prathap and Ramesha K, “Geo-Spatial Crime analysis Using Newsfeed data in Indian Context”, International Conference on Innovations in Computing (ICIC MOHALI-2018), CGC College of Engineering, Dec 14-15, 2018, Mohali, Punjab, India.
  • Kiran, M., Amresh Kumar, and B. R. Prathap. "Verification and validation of parallel support vector machine algorithm based on mapreduce program model on hadoop cluster." In 2013 International Conference on Advanced Computing and Communication Systems, pp. 1-6. IEEE, 2013.
  • Kumar, Amresh, M. Kiran, and B. R. Prathap. "Verification and validation of mapreduce program model for parallel k-means algorithm on hadoop cluster." In 2013 Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT), pp. 1-8. IEEE, 2013.
International Journal Papers
  • Kumar, K.P., Prathap, B.R., Thiruthuvanathan, M.M., Murthy, H. and Pillai, V.J., 2023. Secure Approach to Sharing Digitized Medical Data in a Cloud Environment. Data Science and Management. 181 (Scopus Indexed- Q1).
  • Vinai George Biju, Bibin Babu, Ali Asghar, Boppuru Rudra Prathap, Vandana Reddy,From Text to Action: NLP Techniques for Washing Machine Manual Processing,Procedia Computer Science,Volume 235,2024,Pages 1903-1919,ISSN 1877-0509, https://doi.org/10.1016/j.procs.2024.04.181 (Scopus Indexed- Q2).
  • Choesang, Tenzin & Prathap, Boppuru Rudra (2024) Detection of twitter hate tweets leading to crime using multiseries BERT model, Journal of Information and Optimization Sciences, 45:4, 885–896, DOI: 10.47974/JIOS-1613 (WOS Indexed – Q2)
  • Vivek, M., Prathap, B.R. Spatio-temporal Crime Analysis and Forecasting on Twitter Data Using Machine Learning Algorithms. SN COMPUT. SCI. 4, 383 (2023). https://doi.org/10.1007/s42979-023-01816-y (SCOPUS Indexed- Q1)
  • Vedant Agarwal, Kukatlapalli Pradeep Kumar, Kavalayil Philip CyrusManoj, Boppuru Rudra Prathap, Comprehensive study of the relationship between multiverse and big data, Measurement: Sensors,Volume-27,2023,100763,ISSN-2665-9174, https://doi.org/10.1016/j.measen.2023.100763, (Scopus Indexed-Q3)
  • Het Patel, Aditya Kansara, Boppuru Rudra Prathap, Kukatlapalli Pradeep Kumar, Human behavior analysis on political retweets using machine learning algorithms, Measurement: Sensors, 2023, 100768, ISSN 2665-9174, https://doi.org/10.1016/j.measen.2023.100768. (Scopus Indexed-Q3)
  • Prathap, B.R. Geo-spatial crime density attribution using optimized machine learning algorithms. International Journal of Information Technology. 15, 1167–1178 (2023). https://doi.org/10.1007/s41870-023-01160-7 (Scopus Indexed-Q1)
  • Boppuru Rudra Prathap et al.., “Machine Learning and Artificial Intelligence Techniques for Detecting Driver Drowsiness”, Journal of Automation, Mobile Robotics and Intelligent Systems (SCOPUS Indexed Journal-Q4)
  • Boppuru Rudra Prathap et al.., “AI-based YOLO V4 Intelligent Traffic Light Control System” Journal of Automation, Mobile Robotics and Intelligent Systems (Accepted Yet to Publish May)(SCOPUS Indexed Journal-Q4)
  • Boppuru Rudra Pratap et al.. A Statistical Analysis and Comparison of the spread of Swine Flu and COVID-19 in India, Malaysian Journal of Medicine and Health Sciences (eISSN 2636-9346), 18(6): 92-99, Nov 2022. )(SCOPUS Indexed Journal-Q4)
  • Kumar, A., et al... and Prathap, B.R., 2022. Enhanced Secure Technique for Detecting Cyber Attacks Using Artificial Intelligence and Optimal IoT. Security and Communication Networks 2022, 1–13. doi:10.1155/2022/8024518 (WOS-SCIE & SCOPUS Indexed – Q2)
  • Hussain, J., Boppuru Rudra Prathap., Sharma, A. (2022). An Improved and Efficient YOLOv4 Method for Object Detection in Video Streaming. In: Shukla, S., Gao, XZ., Kureethara, J.V., Mishra, D. (eds) Data Science and Security. Lecture Notes in Networks and Systems, vol 462. Springer, Singapore. https://doi.org/10.1007/978-981-19-2211-4_27 (SCOPUS Indexed)
  • Dhanush Chaluvadi, T Deekshith Reddy, D V Sai Pavan, Boppuru Rudra Prathap, “Machine Learning Techniques for Detecting and Forecasting Disorders in Children Using Pupillometry Data” Journal Of Algebraic Statistics, Vol. 13 No. 1 (2022),pp. 612-620. (WOS-ESCIE-Indexed)
  • Abdul Haleem, et al.., and Boppuru Rudra Prathap. "Wireless sensor data acquisition and control monitoring model for internet of things applications." Scientific Programming 2022 (2022) https://doi.org/10.1155/2022/9099163. (WOS-SCIE & SCOPUS Indexed)
  • Boppuru Rudra Prathap., et al.., (2021) Crime Analysis and Forecasting on Spatio Temporal News Feed Data—An Indian Context. In: Artificial Intelligence and Blockchain for Future Cybersecurity Applications. Studies in Big Data, vol 90. Springer, Cham. https://doi.org/10.1007/978-3-030-74575-2_16. (WOS-SCIE & SCOPUS Indexed)
  • Chauhan Deepika et al.., and Boppuru Rudra Prathap. "An effective face recognition system based on Cloud based IoT with a deep learning model." Microprocessors and Microsystems 81 (2021): 103726 (WOS-SCIE & SCOPUS Indexed).
  • Sangeetha, Y.,et al.. and Boppuru Rudra Prathap. “Authentication of symmetric cryptosystem using anti-aging controller-based true random number generator”. Applied Nanoscience(2021). https://doi.org/10.1007/s13204-021-01977-3 (WOS-SCIE & SCOPUS Indexed)
  • Kukatlapalli Pradeep Kumar et al.., and Boppuru Rudra Prathap. "Symbiotic view of Provenance in Cyber Infrastrcuture and Information Security." Turkish Journal of Computer and Mathematics Education, 12, no. 2 (2021): 3261-3267. (SCOPUS Indexed)
  • Pillai, V. J., Kukatlapalli Pradeep Kumar, Hari Murthy, & Boppuru Rudra Prathap. (2021). Blockchain Enabled Model for Minimizing Post Harvest Losses. SPAST Abstracts, 1(01). Retrieved from https://spast.org/techrep/article/view/757 (SCOPUS Indexed)
  • Pillai, V. J et al.., and Boppuru Rudra Prathap, (2021). Fixed Angle Video Frame Diminution Technique for Vehicle Speed Detection. Annals of the Romanian Society for Cell Biology, 3204-3210. (SCOPUS Indexed)
  • Boppuru Rudra Prathap, Ramesha K, “Spatio-temporal crime analysis using KDE and ARIMA models in the Indian context”, International Journal of Digital Crime and Forensics, 2020, 12(4), pp. 1–19. (WOS-ESCIE & SCOPUS Indexed)
  • Boppuru Rudra Prathap, et al.., (2020). Polarity Detection on Real-Time News Data Using Opinion Mining. Intelligent Systems and Computer Technology, vol-37, pp: 90-97, 2020. (WOS-ESCIE & SCOPUS Indexed)
  • Boppuru Rudra Prathap, Ramesha K, “Geospatial crime analysis to determine crime density using KDE for the Indian context”, Journal of Computational and Theoretical Nanoscience, Volume 17, Issue-1, pp. 74-86, January 2020. (SCOPUS Indexed)
  • Boppuru, Rudra Prathap., Ramesha K., “Geo-Spatial Crime Analysis Using Newsfeed Data in Indian Context”. International Journal of Web-Based Learning and Teaching Technologies (IJWLTT), Volume 14, Issue no 4, pp- 49-64, August 2019. doi:10.4018/IJWLTT.2019100103. (SCOPUS Indexed)
  • Boppuru Rudra Prathap and K. Ramesha, “A pragmatic study on heuristic algorithms for prediction and analysis of crime using social media data”, Journal of Advanced Research in Dynamical and Control Systems, 2019, 11(2), pp. 30–36. (SCOPUS Indexed)
  • Boppuru Rudra Prathap, “Operating Systems for Mobiles until late 2018: A Comparative Survey and Overview”, International Journal of Computer Sciences and Engineering, Vol-6, issue-12, pp: 576-581, 2018.
  • Boppuru Rudra Prathap, Kenchappa Ramesha, “An Overview of Heuristic Based Crime Prediction and Analysis Using Social Media Data”, Journal of Emerging Technologies and Innovative Research, Vol-5, Issue-12, pp: 582-590, 2018.

  • IEEE

  • Boppuru Rudra Prathap (2024) Ai-Driven Cyberbullying Detection and Intervention System Utilizing Hybrid LSTM-BERT Architecture (.202441089126) Indian Patent https://ipindiaservices.gov.in.
  • Boppuru Rudra Prathap (2024) Web Based Mental Health Assessment And Real Time Crisis Intervention Platform For Aiding First Respo (202441058591)Indian Patent. https://ipindiaservices.gov.in.
  • Boppuru Ruda Prathap (2023) Iot Based Wearable Device For Personal Healthcare / Design No. : 395125-001, Indian Design Patent. https://ipindiaservices.gov.in/
  • Rudra Prathap, B., Aggarwal, P. K., & Goal, S. (2020). Machine Learning-Based System for Evaluation and Prediction of Lung Cancer Using Computed Tomography Images (202011038445). Indian Patent. https://ipindiaservices.gov.in/
  • Rudra Prathap, B., Jha Pillai, V., Pradeep Kumar, K., Ramesh Shahabadkar, K., & shahabadkar, D. R. (2020). A System And Method For Enabling Health Analysis Of An User Based On Mixed Reality Interactions (202041036824). Indian Patent. https://ipindiaservices.gov.in.
  • Prathap, B. R., Kukatlapalli, P. K., & K, S. K. DEVICE, SYSTEM AND METHOD FOR WIRELESS CONTROL OF MEDICAL DEVICES. (202121038822) Indian Patent. https://ipindiaservices.gov.in.
  • Dr Rudra Prathap, Dr Balachandran Krishnan, Dr Sujatha AK, PROCESSOR IMPLEMENTED METHOD FOR WATERMARKING AND CYBER PROTECTION OF DEEP LEARNING MODELS (202141013761), Indian Patent. https://ipindiaservices.gov.in.

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