Email id: logeswari.g@vit.ac.in
Ph.D : Anna University, CEG Campus
Research Area : Intrusion Detection System, Software Defined Networks, Machine Learning
| Employee ID | 53368 | ||||
| Educational details | |||||
| Degree | Passed out year | Specialization | Institute/University/ College | ||
| Ph.D | 2024 | Information & Communication Engineering | College of Engineering – Guindy, Anna University | ||
| M.Tech | 2014 | Information Technology | Madras Institute of Technology, Anna University | ||
| B.E | 2012 | Computer Science and Engineering | Mohamed Sathak A.J College of Engineering, Anna University | ||
| Post-Doctoral Experience if any | – | ||||
| Research Details | |||||
| Areas of Specialization | Software Defined Networks, Information Security, Machine Learning, Intrusion Detection System | ||||
| ORCID ID | 0000-0002-7534-5527 | ||||
| Scopus ID | 57540497800 | ||||
| H-index (scopus) | 11 | ||||
| Google Scholar ID | https://scholar.google.com/citations?user=8xHWiDEAAAAJ&hl=en&authuser=1&oi=ao | ||||
| i10 index | 16 | ||||
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| Patent Published Details | |||||
| Patent Published Title | Patent Published Application No. | ||||
| Mini PC Device for Computer Table | 353792-001 | ||||
| System and Method for Preserving Agricultural Products In Storage Conditions based on Real-Time Data | 202441051033 | ||||
| A Shelf, a Shelving System, and a Method Thereof | 202441087747 | ||||
| Artificial Intelligence-Driven System and Method for Generating Real-Time Irrigation, Fertilization, and Pest Control Recommendations | 202541016603 | ||||
| System and Method for Generating Evacuation Route Guidance Recommendations During Natural Disasters | 202541019892 | ||||
| System to Analyse Animal Behavior | 202541024641 | ||||
| Artificial Intelligence-Powered Smart Gardening System and Method for Optimal Indoor and Outdoor Plant Growth | 202541033068 | ||||
| Pillow-based Sleep Monitoring System and Method Thereof | 202541054423 | ||||
| Rescue Operation System | 202541054843 | ||||
| Navigation Assistance System | 202541056301 | ||||
| System for Cancer Risk Assessment and Prediction | 202541057130 | ||||
| System and Method for Real-Time Vehicle License Plate Recognition in Traffic and Parking Management | 202541057126 | ||||
| System for Predicting Rare Disease | 202541057770 | ||||
| Wearable Assistive Device and Method for Assisting and Rehabilitating Individuals With Progressive Muscular Disorders | 202541062302 | ||||
| System for Blockchain-based Carbon Credit Management | 202541064243 | ||||
| Lens Tint Adjustment System | 202541064493 | ||||
| Haptic Navigation System with Multi-Sensor Integration and Method Thereof | 202541064675 | ||||
| System and Method Enabling Dynamic Microbial Management in Farming | 202541065021 | ||||
| System for Automated Leukemia Detection, and Method Thereof | 202541070254 | ||||
| Multi-Modal Threat Detection and Response System and Method Thereof | 202541070550 | ||||
| Smart System for Efficient Waste Decomposition and Emission Control in Composting Environments and Method Thereof | 202541070985 | ||||
| A Footwear Apparatus for a User | 202541072677 | ||||
| Intrusion Prevention System and Method using Multi-Modal Analysis | 202541074956 | ||||
| System and Method for Soil Restoration and Nutrient Optimization (SSRNOS) | 202541075967 | ||||
| A System and Method for Enhanced Diagnosis and Management of a Child Disease | 202541076802 | ||||
| Prosthetic Limb with Dexterous Motion Control | 202541077241 | ||||
| Wearable Apparatus for Posture Monitoring and Spinal Alignment Correction Control | 202541077239 | ||||
| Autonomous Multispectral Drone System for Agricultural Pest Control | 202541078386 | ||||
| System and Method for Anomaly Detection using Artificial Intelligence | 202541078680 | ||||
| Patent Granted Details | |||||
| Patent Granted Title | Patent Granted Application No. | ||||
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| Journal Papers Published Details | |||||
| Title | Publisher | Year | |||
| Hybrid Bayesian deep learning model for predicting urban heat island intensity in African cities | Scientific Reports, Springer | 2025 | |||
| AI driven automation for enhancing sustainability efforts in CDP report analysis. | Scientific Reports, Springer | 2025 | |||
| Smart parking: intelligent intrusion detection system in VANET enabled car parking system. | Automatika, Taylor & Francis | 2025 | |||
| An improved synergistic dual-layer feature selection algorithm with two type classifier for efficient intrusion detection in IoT environment. | Scientific Reports, Springer | 2025 | |||
| A comprehensive approach to intrusion detection in IoT environments using hybrid feature selection and multi-stage classification techniques. | IEEE Access | 2025 | |||
| Empowering public health: Leveraging AI for early detection, treatment, and disease prevention in communities–A scoping review. | Journal of Postgraduate Medicine, Medknow Publications | 2025 | |||
| A convolutional neural network for face mask detection in IoT-based smart healthcare systems | Frontiers in physiology, Frontiers Media S.A. | 2023 | |||
| A Novel Framework for DDoS Attacks Detection using Hybrid LSTM Techniques | Computer Systems Science & Engineering , Tech Science | 2023 | |||
| An Intrusion Detection System for SDN using Machine Learning. | Intelligent Automation & Soft Computing, Tech Science | 2023 | |||
| Hybrid defense mechanism against malicious packet dropping attack for MANET using game theory | Cyber security and applications, KeAi Communications Co | 2023 | |||
| Conference Papers Published Details | |||||
| Secure Blockchain-Integrated Deep Learning Framework for Generative AI Model. | In 2025 2nd International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE)(pp. 1-6). IEEE. | 2025 | |||
| Enhancing Security in Software-Defined Networks: A Machine Learning-Driven Hybrid Intrusion Detection System with Optimized Feature Selection. | In International Conference on Advanced Network Technologies and Intelligent Computing (pp. 451-468). Cham: Springer Nature Switzerland. | 2024 | |||
| Multi-Layer Adaptive Intrusion Detection and Mitigation System for SDN Adversarial Threats using a BAT-MC Model. | In 2024 9th International Conference on Communication and Electronics Systems (ICCES) (pp. 886-891). IEEE. | 2024 | |||
| Next-Generation Hybrid IDS in SDN: Leveraging Deep Learning for Superior Threat Detection. | In International Conference on Evolutionary Artificial Intelligence (pp. 99-113). Singapore: Springer Nature Singapore. | 2024 | |||
| A Serverless Facial Recognition Framework For Secured Authentication Environment. | In 2024 5th International Conference on Data Intelligence and Cognitive Informatics (ICDICI) (pp. 102-107). IEEE. | 2024 | |||
| Adaptive Deep Learning Techniques for Real-Time Shortest Path Optimization in Drone Ambulance Operations during Disaster. | In 2024 8th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud)(I-SMAC) (pp. 1860-1866). IEEE. | 2024 | |||
| A Voice-Controlled Mouse Interface for Enhanced User Interaction in Personal Computing Environments. | In International Conference on Human-Centric Smart Computing (pp. 39-51). Singapore: Springer Nature Singapore. | 2024 | |||
| Transformative Storage Framework for 6G Smart City Deployments. | In 2024 Third International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) (pp. 1-6). IEEE. | 2024 | |||
| Multi-layered security framework for intrusion detection system in software defined networking environment using machine learning. | In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) (pp. 1-7). IEEE. | 2024 | |||
| Synergical Model for Proactive Intrusion Detection System in Software Defined Networking. | In 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) (pp. 1-7). IEEE. | 2024 | |||
| Enhancing Drug Repositioning Through Collaborative Metric Learning: A Novel Approach. | In 2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT) (pp. 1-6). IEEE. | 2024 | |||
| Automated Resume Parsing and Ranking using Natural Language Processing. | In 2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT) (pp. 1-6). IEEE. | 2024 | |||
| Network anomaly based detection using multivariate correlation analysis technique | . In 2023 Intelligent Computing and Control for Engineering and Business Systems (ICCEBS) (pp. 1-6). IEEE. | 2023 | |||
| Ms 3 f: Maximizing bandwidth and data transmission performance in success-hpon architecture for wdm-pon using ai techniques. | In 2023 Second International Conference on Advances in Computational Intelligence and Communication (ICACIC) (pp. 1-6). IEEE. | 2023 | |||
| Defending web applications against malicious traffic: Leveraging machine learning for enhanced security. | In 2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE) (pp. 1-7). IEEE | 2023 | |||
| A new high-performance feature selection method for machine learning-based iot intrusion detection. | In 2023 12th International Conference on Advanced Computing (ICoAC) (pp. 1-8). IEEE. | 2023 | |||
| A survey: An effective utilization of machine learning algorithms in iot based intrusion detection system. | In 2023 12th International Conference on Advanced Computing (ICoAC) (pp. 1-7). IEEE. | 2023 | |||
| A critical review on intrusion detection systems in IoT based on ML approach: A Survey. | In 2023 2nd International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) (pp. 1-8). IEEE. | 2023 | |||
| A Novel Approach of Disease Diagnostic Prediction Using SMOTE Ensemble Classification. | In International Conference on Deep Sciences for Computing and Communications (pp. 281-291). Cham: Springer Nature Switzerland. | 2023 | |||
| Hybrid intrusion detection system using machine learning algorithm. | In Proceedings of Data Analytics and Management: ICDAM 2022 (pp. 333-346). Singapore: Springer Nature Singapore | 2023 | |||
| Designing a SDN-Based Intrusion Detection and Mitigation System Using Machine Learning Techniques. | In International Conference on Advanced Communications and Machine Intelligence (pp. 303-314). Singapore: Springer Nature Singapore. | 2022 | |||
| Innovative Generation of Transcripts and Validation Using Public Blockchain: Ethereum. | In International Conference on Computational Intelligence and Data Engineering (pp. 155-170). Singapore: Springer Nature Singapore. | 2022 | |||
| Multistage intrusion detection system using machine learning algorithm. | In Mobile Computing and Sustainable Informatics: Proceedings of ICMCSI 2022 (pp. 139-153). Singapore: Springer Nature Singapore. | 2022 | |||
| A new intrusion detection and prevention system using a hybrid deep neural network in cloud environment. | In Computer Networks, Big Data and IoT: Proceedings of ICCBI 2021 (pp. 981-994). Singapore: Springer Nature Singapore. | 2022 | |||
| A six-point based approach for enhanced broadcasting using selective forwarding mechanism in mobile ad hoc networks. | In International Conference on Ubiquitous Computing and Intelligent Information Systems (pp. 15-25). Singapore: Springer Nature Singapore. | 2022 | |||
| Collision elimination for random behavior nodes in ad hoc wireless network using early backoff announcement (eba). | In International Conference on Computer, Communication, and Signal Processing (pp. 232-245). Cham: Springer International Publishing. | 2022 | |||
| Dynamic phad/ahad analysis for network intrusion detection and prevention system for cloud environment. | In 2021 4th international conference on computing and communications technologies (ICCCT) (pp. 273-279). IEEE. | 2021 | |||
| An intrusion detection and prevention system for ddos attacks using a 2-player bayesian game theoretic approach. | In 2021 4th international conference on computing and communications technologies (ICCCT) (pp. 319-324). IEEE. | 2021 | |||
| A cost effective clustering based anonymization approach for storing PHR’s in cloud. | In 2014 International conference on recent trends in information technology (pp. 1-5). IEEE. | 2014 | |||
| Book / Book Chapter Published Details | |||||
| Title | Publisher | Year | |||
| Improving GANs for Text-to-Image With Secondary Loss Functions and Enhanced Attention Mechanisms.
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In Crafting Images With Generative Adversarial Networks (GANs) and Models (pp. 197-220). IGI Global Scientific Publishing. | 2025 | |||
| Advanced Deep Learning for Early Alzheimer’s Detection: A Comparative Analysis.
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In Evolution of Machine Learning and Internet of Things Applications in Biomedical Engineering (pp. 134-144). CRC Press. | 2024 | |||
| Revolutionizing Chronic Kidney Disease Prediction: An Enhanced Semi-Supervised Learning Model.
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In Evolution of Machine Learning and Internet of Things Applications in Biomedical Engineering (pp. 192-200). CRC Press. | 2024 | |||
| Predicting optimal moves in chess board using artificial intelligence.
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Cognitive Analytics and Reinforcement Learning: Theories, Techniques and Applications, 73-101. | 2024 | |||
| Hybrid Intrusion Detection System Using Machine Learning Algorithm.
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Lecture Notes in Networks and Systems, vol. 572, Springer, Singapore. | 2023 | |||
| Innovative Generation of Transcripts and Validation Using Public Blockchain: Ethereum.
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Lecture Notes on Data Engineering and Communications Technologies, vol. 163, Springer, Singapore. | 2023 | |||
| Designing a SDN-Based Intrusion Detection and Mitigation System Using Machine Learning Techniques.
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Studies in Autonomic, Data-driven and Industrial
Computing, Springer, Singapore. |
2023 | |||
| Multistage Intrusion Detection System using Machine Learning Algorithm.
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Lecture Notes on Data Engineering and Communications Technologies, vol 126, Springer, Singapore. | 2022 | |||
| A New Intrusion Detection and Prevention System Using a Hybrid Deep Neural Network in Cloud Environment.
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Lecture Notes on Data Engineering and Communications Technologies, vol 117, Springer, Singapore. | 2022 | |||
| A Six-Point Based Approach for Enhanced Broadcasting Using Selective Forwarding Mechanism in Mobile Ad Hoc Networks.
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Smart Innovation, Systems and Technologies, vol 302, Springer, Singapore. | 2022 | |||
| Collision Elimination for Random Behavior Nodes in Ad Hoc Wireless Network Using Early Backoff Announcement (EBA).
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IFIP Advances in Information and Communication Technology, vol 651, Springer, Cham. | 2022 | |||
| Awards & Recognition Details (only national and international awards and recognitions) | |||||
| Name of the award, awarding agency, year of award | |||||
| 1. Best Paper Award- “Hybrid Intrusion Detection System using Machine Learning Algorithm”, presented at 3rd International Conference on Data Analytics& Management (ICDAM-2022) organized jointly by the Karkonosze University of Applied Sciences, Poland in association with the University of Craiova Romania, Warsaw University of Life Sciences Poland and Tun Hussein Onn University during 25-26, June, 2022. | |||||
| 2. Best Paper Award- “A New Intrusion Detection and Prevention System using a Hybrid Deep Neural Network in Cloud Environment”, presented at the 4th International Conference on Computer Networks, Big Data and IoT (ICCBI – 2021) organized by CARE College of Engineering, Trichy, India, during 09-10,December 2021. | |||||
