Journal of Theoretical and Applied Information TechnologyHYBRID DEEP LEARNING FRAMEWORK FOR INTRUSION DETECTION: INTEGRATING CNN, LSTM, AND ATTENTION MECHANISMS TO ENHANCE CYBERSECURITYLittle Lion Scientific2025

International Journal of Electrical and Electronics Research (IJEER)Deep Learning-Driven Behavioral Analysis for Real-Time Threat Detection and Classification in Network TrafficFOREX Publication2025

Analysis and Classification of Heart Disease and COVID 19 Using Electrocardiogram and Deep Learning, Published in 2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE), DOI: 10.1109/AMATHE61652.2024.10582096, Year: 2024

Violation of Sars CoV-2 norms identification using Neural Network Model, Published in International Conference on Research in Sciences, Engineering, and Technology, DOI: 10.1063/5.0196520, Year: 2022

Fake Logo Detection Using CNN, Published in International Conference on Research in Sciences, Engineering, and Technology, DOI: 10.1063/5.0196697, Year: 2022

Cloud framework for monitoring data replication and security, Published in International Conference on Research in Sciences, Engineering, and Technology, DOI: 10.1063/5.0196083, Year: 2022

A Real Time ML Technique for the Manufacturing and Image Classification System, Published in 024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science, DOI: 10.1109/AMATHE61652.2024.10582141, Year: 2024

IoT-Based Livestock Monitoring and Management System Using Machine Learning Algorithms, Published in 2024 International Conference on Science, Technology, Engineering and Management, DOI: 10.1109/ICSTEM61137.2024.10560908, Year: 2024

Exploring Innovations in Autonomous Robotics and Mechatronics: Application in Manufacturing and Healthcare, Published in 5th International Conference on Smart Electronics and Communication, ICOSEC 2024, DOI: 10.1109/ICOSEC61587.2024.10722417, Year: 2024

A Distributed Pricing Mechanism and Optimal Schedulingin Smart Grid using Improved Grey Wolf Optimization, Published in 2024 International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS), DOI: 10.1109/IACIS61494.2024.10721652, Year: 2024

A Paradigm Shifts in Enhancing Environmental Sustainability: AI and IoT for Smart Water Quality Applications, Published in 2024 International Conference on Smart Devices, ICSD 2024, DOI: 10.1109/ICSD60021.2024.10751381, Year: 2024

A Unified Approach to Tomato Leaf Disease Recognition: CNN and Random Forest Integration, Published in 9th IEEE International Conference for Convergence in Technology, I2CT 2024, DOI: 10.1109/I2CT61223.2024.10544187, Year: 2024

Advancements in Histopathologic Cancer Detection: A Deep Learning Odyssey, Published in 4th IEEE Interdisciplinary Conference on Electrics and Computer, INTCEC 2024, DOI: 10.1109/INTCEC61833.2024.10603337, Year: 2024

An Enhancemnt of Low-Light Images Using Hierarchical Pyramid Attentive Network and Hierarchical Feature Fusion, Published in 2nd International Conference on Data Science and Information System, ICDSIS 2024, DOI: 10.1109/ICDSIS61070.2024.10594682, Year: 2024

An Optimization Model for Logistics Services in E-Commerce Market, Published in 2nd International Conference on Data Science and Information System, ICDSIS 2024, DOI: 10.1109/ICDSIS61070.2024.10594347, Year: 2024

Analysis of Feedback and Customer Satisfaction Parameters for Hospitality Industry-A Technology Intervention, Published in 2024 International Conference on Smart Devices, ICSD 2024, DOI: 10.1109/ICSD60021.2024.10751105, Year: 2024

Automated Cybersecurity Attack Detection Using Prairie Dog Optimization and Multilayer Perceptron in Healthcare System, Published in 3rd IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics, ICDCECE 2024, DOI: 10.1109/ICDCECE60827.2024.10549746, Year: 2024

Blockchain and Internet-of-Things: A Technological Solution for Issues in Cold Chain, Published in 3rd International Conference on Sentiment Analysis and Deep Learning, ICSADL 2024, DOI: 10.1109/ICSADL61749.2024.00108, Year: 2024

COCOs Nucifera Tree Disease Prediction Using Faster Region-Convolutional Neural Network with ResNet-50, Published in 3rd IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics, ICDCECE 2024, DOI: 10.1109/ICDCECE60827.2024.10549290, Year: 2024

Computational Insights into Tea Blister Blight: A Hybrid CNN-KNN Model Perspective, Published in 5th IEEE International Conference for Emerging Technology, INCET 2024, DOI: 10.1109/INCET61516.2024.10593384, Year: 2024

Cooperrative Spectrum Sensing in Cognitive Radio Network Using Flying Fox Optimization Based AlexNet, Published in 2nd IEEE International Conference on Networks, Multimedia and Information Technology, NMITCON 2024, DOI: 10.1109/NMITCON62075.2024.10698814, Year: 2024

Empowering Sustainability and Resilience: The Prominence of Microgrids in a Decentralized Energy Future, Published in 2nd International Conference on Sustainable Computing and Smart Systems, ICSCSS 2024, DOI: 10.1109/ICSCSS60660.2024.10625205, Year: 2024

Enhancing Compressive Strength Prediction in Fiber Reinforced Geopolymer Concrete Through Machine Learning Algorithms, Published in 6th IEEE International Conference on Recent Advances in Intelligent Computational Systems, RAICS 2024, DOI: 10.1109/RAICS61201.2024.10690118, Year: 2024

Exploring the concept of multi-modality using grounding dino with evaluation of its performance in the context of different types and complexity of input text prompts, Published in 2024 International Conference on Smart Devices, ICSD 2024, DOI: 10.1109/ICSD60021.2024.10751486, Year: 2024

Forecasting Anthracnose Severity Levels in Mango Leaf using Hybrid Models, Published in 9th IEEE International Conference for Convergence in Technology, I2CT 2024, DOI: 10.1109/I2CT61223.2024.10543795, Year: 2024

Gun Detection Using Yolov7, Published in 5th International Conference on Advances in Information Communication Technology and Computing, AICTC 2024, DOI: 10.1007/978-981-97-6106-7_28, Year: 2024

Hybrid CNN & Random Forest Model for Effective Ginger Leaf Disease Diagnosis, Published in 4th International Conference on Innovative Practices in Technology and Management, ICIPTM 2024, DOI: 10.1109/ICIPTM59628.2024.10563434, Year: 2024

Improved Sparrow Search Algorithm with Support Vector Machine for Wind Turbine Fault Detection, Published in 2nd International Conference on Data Science and Information System, ICDSIS 2024, DOI: 10.1109/ICDSIS61070.2024.10594513, Year: 2024

Integrating Circular Economy and IoT For Sustainable Resource Management, Published in International Conference on Smart Devices, ICSD 2024, DOI: 10.1109/ICSD60021.2024.10751410, Year: 2024

Machine Learning for Enhanced Student Learning and Engagement in Interactive Classrooms, Published in 2nd International Conference on Advancement in Computation and Computer Technologies, InCACCT 2024, DOI: 10.1109/InCACCT61598.2024.10551187, Year: 2024

Node MCU and Lily Pad based Relay Protection System For Laboratory Micro-Grid, Published in 2024 International Conference on Smart Devices, ICSD 2024, DOI: 10.1109/ICSD60021.2024.10751602, Year: 2024

Photovoltaic Power Forecasting Using Support Vector Machine and Adaptive Learning Factor Ant Colony Optimization, Published in 3rd IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics, ICDCECE 2024, DOI: 10.1109/ICDCECE60827.2024.10549652, Year: 2024

Privacy Preserving and Federated Learning-based Drowsy Driving Detection for ITS, Published in International Conference on Electrical, Electronics and Computing Technologies, ICEECT 2024, DOI: 10.1109/ICEECT61758.2024.10739331, Year: 2024

Real-time Obesity and Heart Disease Monitoring with IoT and Deep Learning, Published in International Conference on Smart Devices, ICSD 2024, DOI: 10.1109/ICSD60021.2024.10751177, Year: 2024

Revolutionizing Inventory Management: The Role of IoT in Inventory Management 4.0, Published in 3rd International Conference on Sentiment Analysis and Deep Learning, ICSADL 2024, DOI: 10.1109/ICSADL61749.2024.00110, Year: 2024

TRACK-GAME: Transformer-Assisted Malicious Financial Transaction Detection Framework for Meta Gaming Platform, Published in 2nd World Conference on Communication and Computing, WCONF 2024, DOI: 10.1109/WCONF61366.2024.10692026, Year: 2024

Maximum Entropy Scaled Super-Pixel Segmentation for Effective Text Detection, Published in 2nd IEEE International Conference on Data Science and Network Security, ICDSNS 2024, DOI: 10.1109/ICDSNS62112.2024.10691129, Year: 2024

Multi Resolution based Graph Convolutional Networks for Detecting Communities in Social Networks, Published in 2024 International Conference on Intelligent Algorithms for Computational Intelligence Systems, IACIS 2024, DOI: 10.1109/IACIS61494.2024.10721782, Year: 2024

Supervised Machine Learning Based Land Cover Classification Using Sentinel Satellite Imagery, Published in 2nd IEEE International Conference on Data Science and Network Security, ICDSNS 2024, DOI: 10.1109/ICDSNS62112.2024.10691063, Year: 2024

Wheat Disease Detection Using YOLOv8 and GAN Model, Published in 7th International Conference on Innovative Computing and Communication, ICICC 2024, DOI: 10.1007/978-981-97-4152-6_25, Year: 2024

Enhancing Autonomous Driving with Reinforcement Learning and LIDAR-Based Object Detection, Published in 5th International Conference on Data Intelligence and Cognitive Informatics, ICDICI 2024, DOI: 10.1109/ICDICI62993.2024.10810866, Year: 2024

Integration of Convolutional Neural Networks for Real-Time Monitoring of Soil Health in Precision Agriculture, Published in 8th International Conference on Electronics, Communication and Aerospace Technology, ICECA 2024, DOI: 10.1109/ICECA63461.2024.10800813, Year: 2024

Deep Learning Algorithms in DNA Sequencing: Transforming Genetic Testing and Analysis, Published in 8th International Conference on Electronics, Communication and Aerospace Technology (ICECA), DOI: 10.1109/ICECA63461.2024.10801085, Year: 2024

Enhancing Fetal Health Monitoring through TPOT and Optuna in Machine Learning-Driven Prenatal Care, Published in 2024 International Conference on Advancements in Power, Communication and Intelligent Systems, APCI 2024, DOI: 10.1109/APCI61480.2024.10617339, Year: 2024

Advancing Beyond Contextual Embeddings: Innovations in Word and Document Representations for Natural Language Processing, Published in 3rd International Conference on Mechanical and Energy Technologies,, DOI: 10.1007/978-981-97-2716-2_23, Year: 2023

Ensemble Artificial Neural Network and Support Vector Machine Based Parameter Evaluation in Wireless Sensor Networks, Published in International Conference on 6G Communications Networking and Signal Processing, DOI: 10.1007/978-981-97-7876-8_18, Year: 2023

The Quasi-Oppositional-Based Learning Aquila Optimization Routing Protocol in Energy-Aware Wireless Communication, Published in International Conference on 6G Communications Networking and Signal Processing, DOI: 10.1007/978-981-97-7876-8_7, Year: 2023

Deep Learning-Based Classification of Viral Dermatological Infections: Chickenpox, Measles, and Monkeypox, Published in 2024 International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Applications, ICAIQSA 2024, DOI: 10.1109/ICAIQSA64000.2024.10882300, Year: 2024

Real-Time Signal Processing in IoT-Based Embedded Systems Using Hybrid AI-Enhanced Edge Computing, Published in 2024 International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Applications, ICAIQSA 2024, DOI: 10.1109/ICAIQSA64000.2024.10882219, Year: 2024

AI in Medicine: CNN Techniques for Pneumonia and Pandemic Pathogen Identification, Published in 2024 Second International Conference on Advanced Computing & Communication Technologies (ICACCTech), DOI: 10.1109/ICACCTech65084.2024.00142, Year: 2024

Optimizing Tomato Leaf Disease Detection through Transfer Learning and Model Compression: A Comprehensive Survey, Published in Advancement in Electronics & Communication Engineering AECE - 2024, DOI: 10.1109/AECE62803.2024.10911679, Year: 2024

An Efficient Approach to Data Clustering Using the K-Means Algorithm in Big Data Analytics, Published in 025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), DOI: 10.1109/IITCEE64140.2025.10915388, Year: 2025

Enhanced Traffic Prediction for Smart Cities through IoT using Optimized Continual Spatio-Temporal Graph Convolutional Network, Published in 2024 IEEE 4th International Conference on ICT in Business Industry & Government (ICTBIG), DOI: 10.1109/ICTBIG64922.2024.10911221, Year: 2024

Shallow Convolution Neural Network for Real-Time Change Detection in Agricultural Lands, Published in International Conference on Distributed Systems, Computer Networks and Cybersecurity, ICDSCNC 2024, DOI: 10.1109/ICDSCNC62492.2024.10939334, Year: 2024

Satellite Image-Based Flood Monitoring and Prediction using Multi Verse Optimization Algorithm with Support Vector Machine, Published in International Conference on Distributed Systems, Computer Networks and Cybersecurity, ICDSCNC 2024, DOI: 10.1109/ICDSCNC62492.2024.10939213, Year: 2024

Difficulties of MANET for Mobile Social Networks, International Journal on Computer Science and Engineering (IJCSE), Vol.10, Issue.1, ISSN: 2229-5631, January, 2018, page No-1 – 6

A Review on Application of Soft Skills to Develop Employability Among Engineering Students, Indian Journal of Public Health Research & Development, Vol.9, Issue.9, ISSN: 0976-0245, October, 2018, page No-1011-1013

Caching Strategies Based on Data Density Estimation in Mobile Ad-hoc Networks, International Journal of Engineering & Technology(IJET), Vol.7, Issue.8, ISSN: 2227-524X, November, 2018, page No: 240-243.

A Competent Automatic Test Packet Generation and Fault Lo-calization for Network Model, International Journal of Engineering & Technology(IJET), Vol.7, Issue.8, ISSN: 2227-524X, December, 2018, 2018, page No-219-221

An Improved Load Balancing in MANET Using on-Demand Multipath Routing Protocol, International Journal of Engineering & Technology(IJET), Vol.7, Issue.8, ISSN: 0976-6308, December, 2018, page No-809-818

Construction Materials Management on Construction Sites, International Journal of Civil Engineering and Technology (IJCIET), Vol.9, Issue.13, ISSN: 2227-524X, December, 2018, page No-222-225

An Empirical Study of Issues in Security and Routing of Multicast Routing Protocols in Mobile Ad Hoc Networks, International Journal of Engineering & Technology(IJET), Vol.7, Issue.34, ISSN: 2227-524X, December, 2018, page No- 1015–1018.

A modified Elliptic Curve Cryptography Technique for Securing Wireless Sensor Networks, International Journal of Engineering & Technology(IJET), Vol.7, Issue.8, ISSN: 2227-524X, December, 2018, page No-230-232

Crime Complaint Application, International Journal of Research, Vol.8, Issue.1, ISSN: 2236-6124, March, 2019, page No: 108-111

Restaurant Management System, International Journal of Research, Vol.8, Issue.1, ISSN: 2236-6124, March, 2019, page No: 108-111

Security Enhancement of Genome Sequence Data in Health Care Cloud, International Journal of Advanced Trends in Computer Science and Engineering, Vol.8, Issue.2, ISSN: 2278-3091, March, 2019, page No: 328-332

Design a Cost Optimum for 5g Mobile Cellular Network Footing on NFV and SDN, International Journal of Recent Technology and Engineering (IJRTE), Vol.8, Issue.2S3, ISSN: 2277-3879, July, 2019, page No: 1121-1129

A Nought Conviction Way to deal, by means of System Sanctuary, International Journal of Recent Technology and Engineering (IJRTE), Vol.8, Issue.2S11, ISSN: 2651-2655, September, 2019, page No: 1121-1129

A Global Network Distributed Security Assessment System, Studia Rosenthaliana (Journal for the Study of Research), Vol.11, Issue.12, ISSN: 0039-3347, December, 2019, page No: 106-115

Secure Off-line Shopping Using Fingerprint Biometric Approach, International Journal of Advanced Science and Technology (IJAST), Vol.29, Issue.5, ISSN: 2005-4238, May, 2020, page No: 8667-8673

Traffic control system for vehicles on Indian roads using raspberry Pi, IOP Conf. Series: Materials Science and Engineering 981 (2020), Vol.981, Issue.3, December, 2020, page No: 1-10

Fundamental Perception of EDGE Computing, IOP Conf. Series: Materials Science and Engineering 981 (2020), Vol.981, Issue.2, December, 2020, page No: 1-7

New Era of IoT Network Protection and PackagesThrough Prolonged Range, IOP Conf. Series: Materials Science and Engineering 981 (2020), Vol.981, Issue.3, December, 2020, page No: 1-9

Exploration of Convolutional Neural Network With Node - Centred Intrusion Detection Structure Plan for Green Cloud, Journal of Green Engineering (JGE), Vol.10, Issue.11, ISSN: 2005-4238, 2020, page No: 10781-10792

Machine Learning Based Online Handwritten Telugu Letters Recognition for Different Domains, Intelligent Systems Reference Library book series (ISRL, volume 210), Vol.210, ISSN: 1868-4394, May, 2022, page No: 227 - 241