Leconfe
Sustainable Global Societies Initiative

Vol. 1 No. 3 (2026): LGPR Batch 2 Conference 3

Published: 18 February 2026

Engineering and Sciences

Unified Model for Secure Communication using Video Steganography and Cryptographic Techniques

UMADEVI R

Synthetic Generation and Augmentation of Rice Disease Images Using Conditional GANs

Toran Verma, Ajay Kumar

Advances and Challenges in Deep Learning: Efficient, Explainable, and Scalable Intelligent Systems

thiyagarajan, Sudhakar K

Validating an AI-Driven Personalized Learning Framework for SDG 4: A Design Science Approach in LMIC Contexts

Dr. Suresh Palarimath, Dr. Upendra Kumar

Security Vulnerabilities and Defense Framework for Large Language Models

Dr. Madhavi Dhingra, Dr. S K Manju Bargavi

Institutional Quality in AI the Era: IQAC Opportunities and Challenges in Adopting Analytical Tools for improvements

Dr.Irfan Ahmad Khan

An Adaptive F&WO Algorithm-Driven Model for Next-Generation Cyberthreat Detection and Response

Sreekanth Rallapalli

Hybrid and Ensemble Learning Framework for Accurate Classification of Imbalanced Data

Sai Kiran Oruganti

Lightweight Image Segmentation for Sustainable Smart Farming using Cloud–Edge AI Collaboration

Thirumalaiah, Weiwei Jiang, Shashi Kant Guptha

Energy-Efficient Task Allocation for Rotary-Wing Swarm UAV in IoT Networks Using Improved Particle Swarm Optimization

Dr. Mohammad Shahnawaz Shaikh, Dr. Basant Kumar, Dr. Shashi Kant Gupta

Semi-Supervised 4-D Point Cloud Reconstruction for Motion-Consistent Dynamic MRI/CT Imaging

Dr. Rajeev Goyal, Dr. Basant Kumar

HYBRID ATTENTION-DRIVEN MACHINE LEARNING FRAMEWORK FOR BRAIN TUMOR CLASSIFICATION FROM MRI AND CT IMAGES

Dr. M. SUMITHRA

Intelligent Machine Learning-Based Weather Forecasting Using Hybrid CNN–LSTM and Ensemble Learning

Dr. Amanullah M

Oral Cancer Risk Factor Prediction Using Hybrid Fuzzy Logic and XGBoost: Experimental and Results

Shweta Dwivedi

Implementing An Integrated Self-Decision Making and Self- Optimization Framework for Autonomic Medical Cyber-Physical Systems

Dr Swati Nikam, Vishal Jain

An Intelligent Hybrid Machine Learning and Deep Learning–Based Intrusion Detection System for DDoS and Botnet Attacks

Dr. Rengarajan A, Dr. Jyoti Sekhar Banerjee

A Hybrid Deep Learning and Nature-Inspired Optimization Framework for Accurate and Interpretable Lung Cancer Detection from CT Scans

Dr S Saravana Kumar

Mechanical Performance Evaluation of Moringa Oleifera Reinforced Biopolymer Composites under Static and Dynamic Loading

Jesudas Thangaraju, Abinav Sharma

Comparative Performance Analysis of Sequence-Aware NLP Models for DDoS Attack Detection in SDN

Dr.Gaganjot Kaur, Shashi Kant Gupta

Unified Model for Secure Communication using Video Steganography and Cryptographic Techniques

UMADEVI R

Machine Learning Classifiers for Thunderstorm Nowcasting: A Study of Support Vector Machines and Random Forest Approaches against Thermodynamic Indices

Madhusudhan HS, Dr. Ajay Kumar

Advanced Deep Learning Techniques for Assessing Contaminated Irrigation Water and Treated by Solar Powered Carbon Nanostructures Filtration Systems

M Dhanalakshmi, Weiwei Jiang

Automatic Facial Expression Recognition for Online Learning Engagement Using Computer Vision and Artificial Intelligence

Samta Jain Goyal, Dr. Jyoti Sekhar Banerjee

A Hybrid Deep Learning and Nature-Inspired Optimization Framework for Enhanced Cardiac Disease Detection Using Electrocardiogram Signals

Dr. V.R. Vimal, Dr. Jyoti Sekhar Banerjee

LIGHTWEIGHT RESNET-18 BASED DEEP LEARNING FRAMEWORK FOR BREAST CANCER DETECTION USING MAMMOGRAPHY

Dr.C.Nandini, Weiwei Jiang, Shashi Kant Gupta, Manasa Sandeep

Pixnatte:A Hybrid BLIP–CLIP Framework for Grounded Image Caption Generation

Khadija Slimani, Anjanadevi B

Systematic Review of Convolutional Neural Networks and Digital Twinning for Automotive Human-Machine Interaction via Hand Gesture Recognition

Dr Neethu P S

A Scalable Deep Learning–IoT Framework for Cross-Domain Intelligent Smart City Systems

SURESH BALAKRISHNAN T

Dual-Branch Deep Learning Framework for Oral Cancer Detection from Lip and Tongue Images

V. Gokula Krishnan, Arvind Kumar Tiwari

AI/ML-Driven Cyber Threat Intelligence for Proactive Detection and Mitigation: Threat Intelligence Generation & Automated Response System

Sesha Bhargavi, Sesha Bhargavi

Smart and Sustainable EVs: A Comprehensive Review of Energy Storage, Management, and Conversion Systems

RATNA KISHORI KAGITHA

A survey on AI/ML-Driven Cyber Threat Intelligence for Proactive Detection and Mitigation

Sesha Bhargavi, Dr. Upendra Kumar

Data Engineering and Feature Design for AI/ML-Driven Cyber Threat Intelligence

Sesha Bhargavi, Dr. Upendra Kumar

Advancing the Framework for Inclusive AI-Driven Personalized Learning: Multi-Phase Validation and Modeling Approaches

Dr. Suresh Palarimath, Dr. Upendra Kumar

Intelligent Multimodal Deep Learning Framework for Fake News and Rumor Detection in Online Social Networks

Saravanan K, Arvind Kumar Tiwari

Real-Time Hand Gesture Recognition Using YOLOv11 for Intelligent Vehicle Control

Dr Neethu P S, Dr Manju Bargavi S

Integrating Machine Learning and Deep Learning for Improved Melanoma Diagnosis Using a Robust Transfer Learning Framework

Dr. Abhilash Pati, Dr. Subrata Chowdhury

IoT and Machine Learning-Driven Intelligent Irrigation Framework for Sustainable Precision Agriculture

SUGUMAR R, Basant Kumar

Integrated Deep Learning and Explainable AI Framework for Anomaly Detection and Fault Prediction in Cyber-Physical Systems

Santoshkumar Vaman Chobe, Weiwei Jiang

A Baseline Extractive Summarization System for Hindi Language Using TF-IDF and ROUGE Evaluation

Atul Kumar, Shashi Kant Gupta, Atul Kumar

A HYBRID IOT AND DEEP LEARNING FRAMEWORK FOR REAL TIME PLANT LEAF DISEASE DETECTION IN SMART AGRICULTURE

Dr Somasundaram Krishnan, Dr Basant Kumar

Explainable AI based Layerwise relevance propagation algorithm on green hydrogen BERT model for the predictive maintenance

Dr.Shanti Swamy, Dr.Shashikant Gupta

Microwave Imaging-Based Stroke Classification Using a Spatio-Temporal Convolutional Neural Network

Lalitha K, Sai Kiran Oruganti

Experimental Setup & Results of AI-Driven Multimodal Alzheimer’s Detection Framework

Anshu Vashisth, Khadija Slimani

Toward Intelligent Forest Fire Management: Hybrid Tree- Neural Models for Extreme Forest Fire Spread Prediction

Dr. Mauparna Nandan, Dr. Shashi Kant Gupta

Comparative Performance Analysis of Sequence-Aware NLP Models for DDoS Attack Detection in SDN

Dr.Shashikant Gupta

Oral Cancer Identification Model using improved deep transfer learning based optimized framework

udhayamoorthi marannan

An Adaptive F&WO Algorithm-Driven Model for Next-Generation Cyberthreat Detection and Response

Sreekanth Rallapalli

Demystify Smart Contract Vulnerabilities in Blockchain-Enabled Play-to-Earn Game Ecosystems

Srikanth Pilipeti, S.K. Manju Bargavi

Design And Implementation of Spiking Neural Network Using MTJ Model

Shashidhara H R, Prof. Sai Kiran Oruganti, Deepthi M S

The Role of Cryptography and AI in Defending against Malware Attacks in health care infrastructure

Srividya B V, Dr. Upendra Kumar

Quantum Confinement and Electronic Transport in II–IV Semiconductor Quantum Dots

Ratneshwar Kumar Ratnes, Abhinav Sharma

An Automatic Clinical System for Tumor Medical Image Classification Using Machine Learning Techniques

Dr. Sreedhar kumar Seetharaman

An Agentic AI–Driven End-to-End Clinical Workflow for Diabetes Management

Rashmi, Upendra Kumar

Deep Learning-Based Biometric Payment System with Dual-Tap Fingerprint Authentication

Vidya Sagar S D , Dr. Ajay Kumar

Lightweight Image Segmentation for Sustainable Smart Farming using Cloud–Edge AI Collaboration

Thirumalaiah, WeiWei Jiang, Shashi Kant Guptha

Transforming Clinical Workflows: From Reactive Systems to Proactive Care

Rashmi, Upendra Verma

A Survey on Software-Defined-Networking:From Traditional Networks to Intelligent Programmable Infrastructure

DR SHIKHA VERMA

Deep Belief Network Based Cyber Threat Detection with Blockchain Enabled Security in Private Cloud Environments

Denis R, Basant Kumar

Robust Deep Learning–Based Segmentation of Carotid Artery Structures in Ultrasound Images using various U-net architectures

Dr. Manish Mahajan, Dr. Basant Kumar, Anlit Bansal

An Integrated Digital Health Framework for Early Detection and Monitoring of Gynecomastia and Pseudo-Gynecomastia in Boys Post-COVID-19

V.D.AMBETH KUMAR

Sustainable Living Advisor: A Machine Learning-Based Lifestyle Recommendation System

Senbagavalli M, Shashi kant Gupta

A Baseline Extractive Summarization System for Hindi Labguage Using TF-IDF and ROUGE Evaluation

Atul Kumar, Atul Kumar, Shashi Kant Gupta

Dual-Stage Remediation of Heavy Metals in Food Wastewater: Synergistic Application of Surfactant-Enhanced Extraction and Microemulsion

Dr. N. V. RAVI SHEKHAR, Dr. Putrakumar Bhalla

Evaluation of Sawdust, Tulsi Leaves, and Banana Peel for Sustainable Heavy Metal Remediation in Raipur District Municipal Water

Dr. N. V. RAVI SHEKHAR, Dr. Putrakumar Bhalla

A Hybrid Fuzzy Optimization Model for Cost-Effective and Sustainable Inventory Systems

Anu Sayal, Shashi Kant Gupta

Closing the Last Mile: Field Evaluation of CAP-Driven Multi-Hazard Alerts

Prof. (Dr.) Tapsi Nagpal, Prof Shashi Kant Gupta

Optimizing Heavy Metal Adsorption: Role of Surfactant Type and Mechanism

Dr. N. V. RAVI SHEKHAR, Dr. Putrakumar Bhalla

Sustainable Heavy Metal Removal from Food Processing Wastewater: A Combined Surfactant Extraction and Sawdust Bioadsorption Approach

Dr. N. V. RAVI SHEKHAR, Dr. Putrakumar Bhalla

Multiclass Classification of Diabetic Foot Ulcers Using EfficientNet

Saswati Debnath, Upendra Kumar

Hybrid Energy Optimization in IoT Using Fuzzy Q-Reinforcement Learning for Wireless Sensor Networks

Manju Bargavi, A. B. Rajendra

Scoliosis Detection System using Zero-Shot segmentation

Dr. Yogesh Golhar, Dr. Sushil Kumar Singh

Blockchain-Enabled Personalized Federated Learning for Autonomous Vehicles

Pradyumna Kumar Tripathy, Weiwei Jiang

Humanities and Management

Design Thinking and Artificial Intelligence- A value co-creation process for Organization Success

Dr Arabinda Bhandari, Dr. Pragya Prashant Gupta

Sustainable Cold Chain and Information Technology

Dr. Madhu Arora, Dr. Pragya Prashant Gupta

Sustainable crisis marketing by micro-enterprises during crises – Analysis

Venkat Ram Raj Thumiki, Dr. Shashi Kant Gupta

Credit Risk Prediction in Digital Finance Ecosystems Using Ensemble Learning, Deep Neural Networks, and Sentiment Fusion

Yogesh Kumar Jain

SUSTAINABLE FINANCE AND ESG PRACTICES IN INDIA

Rakesh Kumar, Kittisak WONGMAHESAK

Credit Risk Prediction in Digital Finance Ecosystems Using Ensemble Learning, Deep Neural Networks, and Sentiment Fusion

Yogesh Kumar Jain

Problem Statement & Proposed AI Framework for Predicting & Assessing Financial Risk

Yogesh Kumar Jain

Digital Marketing Platform: Consumer Perspective

Rakesh Kumar, Kittisak WONGMAHESAK

Role of Artificial Intelligence in Product Marketing Pro-cess and Future Perspective

Rakesh Kumar, Kittisak WONGMAHESAK

Community Health, Hygiene Initiatives and Challenges in India

Aditi Bharti, Vijay Prakash Gupta

Sustainable Cold Chain and Information Technology

Dr. Madhu Arora, Dr. Pragya Prashant Gupta

Digitization strengthens execution integrity in Bangladesh RMG: PRISMA review integrating Lean Six Sigma, TOC, and CEP

Dr. Rubel Amin, Dr. Sunil Kumar Vohra