{"id":24,"date":"2024-04-22T09:01:02","date_gmt":"2024-04-22T09:01:02","guid":{"rendered":"https:\/\/drraghudhumpati.com\/?page_id=24"},"modified":"2026-03-04T20:00:16","modified_gmt":"2026-03-04T20:00:16","slug":"research","status":"publish","type":"page","link":"https:\/\/drraghudhumpati.com\/index.php\/research\/","title":{"rendered":"Research"},"content":{"rendered":"\n

Research Profile<\/h2>\n\n\n\n

My research focuses on the development of intelligent systems at the intersection of artificial intelligence and cybersecurity. I work on machine learning approaches for threat detection, intrusion detection systems, predictive analytics, and biometric recognition technologies. I have published 28 papers in refereed conferences and journals, and hold 5 patents in AI-based security systems and intelligent computing.<\/p>\n\n\n\n

Below you will find links to my academic profiles and a complete list of publications and patents.<\/p>\n\n\n\n

Academic Profiles<\/h3>\n\n\n\n\n\n
SL.NO.<\/td>NAME<\/td>LINK<\/td><\/tr>
1<\/td>ORCID<\/td>CLICK HERE<\/a><\/td><\/tr>
2<\/td>Web of science<\/td>CLICK HERE<\/a><\/td><\/tr>
3<\/td>Scopus<\/td>CLICK HERE<\/a><\/td><\/tr>
4<\/td>IEEE<\/td>CLICK HERE<\/a><\/td><\/tr>
5<\/td>Research Gate<\/td>CLICK HERE<\/a><\/td><\/tr>
6<\/td>Google Scholar<\/td>CLICK HERE<\/a><\/td><\/tr>
7<\/td>Vidwan<\/td>CLICK HERE<\/a><\/td><\/tr>
8<\/td>GitHub<\/td>CLICK HERE<\/a><\/td><\/tr>
9<\/td>Linkedln<\/td>CLICK HERE<\/a><\/td><\/tr>
10<\/td>Huggingface<\/td>CLICK HERE<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

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Publications:<\/p>\n\n\n\n

[28]<\/strong> R. Dhumpati et al., \u201cA Literature Survey on Deep Learning and Explainable AI Approaches for Crop Disease Prediction,\u201d Proc. Int. Conf. on Sustainable Communication Networks<\/em>, 2025.<\/p>\n\n\n\n

[27]<\/strong> R. Dhumpati et al., \u201cBlockchain-Enabled Oracle-Based Transparent Insurance Model with Automated Payouts,\u201d Proc. World Skills Conf. on Universal Data Analytics and Sciences<\/em>, 2025.<\/p>\n\n\n\n

[26]<\/strong> R. Veeramani et al., \u201cAn Interpretable Stacking Ensemble Model AB-CBLC for High-Accuracy Lung Cancer Detection Using Clinical and Behavioral Data,\u201d Proc. 8th Int. Conf. on Computing Methodologies<\/em>, 2025.<\/p>\n\n\n\n

[25]<\/strong> R. Dhumpati et al., \u201cSecure Routing and Attack Detection in MANETs Using Depthwise Separable Convolutional Neural Networks,\u201d Proc. 6th Int. Conf. on Data Intelligence and Cognitive Systems<\/em>, 2025.<\/p>\n\n\n\n

[24]<\/strong> R. Dhumpati et al., \u201cEnhancing Sarcasm Detection in Sentiment Analysis for Cyberspace Safety Using Advanced Deep Learning Techniques,\u201d Scientific Reports<\/em>, vol. 15, no. 1, p. 22681, 2025.<\/p>\n\n\n\n

[23]<\/strong> A. C. Nawalagatti et al., \u201cLow-Latency Communication Protocol for 6G Systems Using Intelligent Edge-Enabled Routing and Traffic Forecasting,\u201d Proc. 3rd Int. Conf. on Data Science and Information Systems<\/em>, 2025.<\/p>\n\n\n\n

[22]<\/strong> R. Dhumpati et al., \u201cEnhanced GAN-Assisted Intrusion Detection Model for Addressing Data Imbalance Issues,\u201d Proc. 4th Int. Conf. on Distributed Computing and Electrical Systems<\/em>, 2025.<\/p>\n\n\n\n

[21]<\/strong> V. U. Krishnan et al., \u201cEmploying Generative Adversarial Networks for Secure and Reliable Synthetic Data Generation in Cyber Security Applications,\u201d Proc. 4th Int. Conf. on Distributed Computing and Electrical Systems<\/em>, 2025.<\/p>\n\n\n\n

[20]<\/strong> N. Gurrapu et al., \u201cEffective Summarization Techniques for Legal Document Analysis,\u201d Proc. 4th Int. Conf. on Sentiment Analysis and Deep Learning (ICSADL)<\/em>, 2025.<\/p>\n\n\n\n

[19]<\/strong> B. Kiranmayee et al., \u201cDeveloping a Robust Intrusion Detection System Using SMOTE and Hybrid SVNN Model,\u201d Proc. 4th Int. Conf. on Sentiment Analysis and Deep Learning (ICSADL)<\/em>, 2025.<\/p>\n\n\n\n

[18]<\/strong> M. Bhonsle et al., \u201cEnhancing Security in Wireless Mesh Networks: A Deep Learning Approach to Black Hole Attack Detection,\u201d Advance Sustainable Science Engineering and Technology<\/em>, vol. 7, no. 1, 2025.<\/p>\n\n\n\n

[17]<\/strong> R. Dhumpati et al., \u201cEnhancing Edge Computing with Machine Learning for Low-Latency Applications,\u201d Proc. IEEE Int. Conf. on Advances in Computing Research<\/em>, 2025.<\/p>\n\n\n\n

[16]<\/strong> P. V. A. Raghu Dhumpati et al., \u201cAnalyzing the Vulnerability of Consumer IoT Devices to Sophisticated Phishing Attacks and Ransomware Threats in Home Automation Systems,\u201d Journal of Intelligent Systems and Internet of Things<\/em>, vol. 15, no. 1, pp. 53\u201363, 2025.<\/p>\n\n\n\n

[15]<\/strong> F. Mohamad et al., \u201cAttention-Guided CNN with LSTM for Temporal Gastrointestinal Disease Progression Prediction in Endoscopic Video Sequences,\u201d Proc. 4th Int. Conf. on Mobile Networks and Wireless<\/em>, 2024.<\/p>\n\n\n\n

[14]<\/strong> R. Dhumpati et al., \u201cBowNetCrypt: Sleek Vaulted Messenger Secured by Bowerbird-Driven Finite Neural Messaging with Dual Elliptic Protection,\u201d Proc. 5th Int. Conf. on Data Intelligence and Cognitive Computing<\/em>, 2024.<\/p>\n\n\n\n

[13]<\/strong> V. S. Raja et al., \u201cAutomated Heart Disease Diagnosis and Monitoring System Using Similarity-Navigated Graph Neural Networks with Leopard Seal Optimization in IoT Healthcare Applications,\u201d Proc. 4th Int. Conf. on Sustainable Expert Systems (ICSES)<\/em>, 2024.<\/p>\n\n\n\n

[12]<\/strong> R. Dhumpati et al., \u201cEfficient Detection of Multiple Lung Diseases from Chest CT Scans and Cough Sound Using a Simplicial Attention-Based Sparse Graph Convolutional Network,\u201d Proc. 8th Int. Conf. on I-SMAC<\/em>, 2024.<\/p>\n\nPublications:\n\n

[11]<\/strong> R. Dhumpati et al., \u201cA Fuzzy Logic Approach for Efficient Control of BLDC Motors for Low-Cost Electric Two-Wheelers,\u201d Nanotechnology Perceptions<\/em>, vol. 20, no. 5, pp. 191\u2013202, 2024.<\/p>\n\n\n\n

[10]<\/strong> D. Raghu, H. K. Tripathy, and R. Borreo, \u201cA Novel Graph Convolutional Neural Networks (GCNNs)-Based Framework to Enhance the Detection of COVID-19 from X-Ray and CT Scan Images,\u201d International Journal of Advanced Computer Science & Applications<\/em>, vol. 15, no. 4, 2024.<\/p>\n\n\n\n

[9]<\/strong> K. K. M. Bhonsle et al., \u201cMED-LeafNet: Medicinal Leaf Classification and Identification Using CNN-LSTM Hybrid Approach,\u201d African Journal of Biological Sciences<\/em>, vol. 6, no. 5, pp. 9712\u20139732, 2024.<\/p>\n\n\n\n

[8]<\/strong> R. D. H. K. Tripathy, \u201cCNN-GRU-Based Hybrid Approach for COVID-19 Detection Through Chest X-Ray Images,\u201d Journal of Theoretical and Applied Information Technology<\/em>, vol. 100, no. 14, pp. 5281\u20135291, 2022.<\/p>\n\n\n\n

[7]<\/strong> D. Raghu and H. K. Tripathy, \u201cMedical Image Analysis Using Deep Learning Algorithm Convolutional Neural Networks,\u201d in Computer Networks, Big Data and IoT<\/em>, LNDECT, vol. 117, Springer, 2022.<\/p>\n\n\n\n

[6]<\/strong> G. A. D. D. Raghu, \u201cChain Algorithm to Protect Datasets from Hackers,\u201d International Journal of Computer Theory and Applications<\/em>, vol. 10, no. 9, pp. 437\u2013449, 2017.<\/p>\n\n\n\n

[5]<\/strong> R. D. and N. Prameela, \u201cRDCT Software Experts for Healthy Software Products,\u201d International Journal of Recent Advances in Engineering & Technology<\/em>, vol. 3, no. 1, 2015.<\/p>\n\n\n\n

[4]<\/strong> G. P. S. V. Dumpati Raghu and P. Ratna Kumar, \u201c3-Phase Parallel Model With Testing for MIS,\u201d International Journal of Computer Science and Technology<\/em>, vol. 4, no. 4, pp. 66\u201369, 2013.<\/p>\n\n\n\n

[3]<\/strong> G. P. S. V. Ch. Suresh Kumar, D. Raghu, and P. Ratna Kumar, \u201cAddiction of Computer is Sabotage to Human Life,\u201d International Journal on Advanced Computer Theory and Engineering<\/em>, vol. 1, no. 1, pp. 121\u2013128, 2012.<\/p>\n\n\n\n

[2]<\/strong> R. A. D. Raghu et al., \u201cDynamic Search Algorithm in Unstructured Peer-to-Peer Networks,\u201d International Journal of Computer Science & Technology<\/em>, vol. 2, no. 1, p. 38, 2011.<\/p>\n\n\n\n

[1]<\/strong> A. M. P. Ratna Kumar, R. D., and U. D., \u201cChronological Test Generation for Software Project SLoC,\u201d International Journal of Computer Science & Technology<\/em>, vol. 2, no. SP 1, pp. 117\u2013121, 2011.<\/p>\n\n\n\n

Patents:<\/h2>\n\n\n\n

Total No. of Patents : 05<\/p>\n\n\n\n

Sl.No.<\/strong><\/td>Title<\/strong><\/td>Application No.<\/strong><\/td>Publication No.<\/strong><\/td>Country<\/strong><\/td><\/tr>
5<\/td>AI-Powered Multi-Layer Cybersecurity Monitoring Console<\/td>6420420<\/td>28\/2025<\/td>UK<\/td><\/tr>
4<\/td>Android-Based Design and Implementation of Voice-Controlled Autonomous Robotic Vehicle<\/td>202441058249<\/td>08\/2024<\/td>India<\/td><\/tr>
3<\/td>AI based cyber security detecting device<\/td>420377-001     <\/td>08\/2024<\/td>India<\/td><\/tr>
2<\/td>Neural Network-Driven Real-Time Emotion Recognition and Response System for Virtual Assistants<\/td>202441078191<\/td>10\/2024<\/td>India<\/td><\/tr>
1<\/td>IoT and Artificial Intelligence based perdition of food contamination using data mining techniques<\/td>202241015283<\/td>12\/2022<\/td>India<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

<\/p>\n\n\n\n

Books:<\/h2>\n\n\n\n

<\/p>\n\n\n\n

<\/summary>\n
Book Title<\/td>ISBN<\/td>Link for Purchase<\/td><\/tr>
Fundamentals of Medical Image Processing<\/td>978-93-5762-368-1<\/td>Amazon link<\/a><\/td><\/tr>
The Complete Ethical Hacking<\/td>978-93-6674-256-4<\/td>Amazon link<\/a><\/td><\/tr>
Cyber Security for beginners <\/td>978-93-6132-931-9<\/td>Amazon link<\/a><\/td><\/tr>
Generative AI: ChatGPT tool<\/td>978-93-6132-593-9<\/td>Amazon link<\/a> <\/td><\/tr><\/tbody><\/table><\/figure>\n<\/details>\n\n\n\n

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<\/h2>\n","protected":false},"excerpt":{"rendered":"

Research Profile My research focuses on the development of intelligent systems at the intersection of artificial intelligence and cybersecurity. I work on machine learning approaches for threat detection, intrusion detection systems, predictive analytics, and biometric recognition technologies. I have published 28 papers in refereed conferences and journals, and hold 5 patents in AI-based security systems<\/p>\n

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