6th International Conference on Soft Computing for Security Applications ICSCSA-2026

19-21, August 2026

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organized by
college
Dhirajlal Gandhi College of Technology
Salem, Tamil Nadu, India.

Presentation Schedule

Presentation Duration : 20 Mins/ paper
Presentation Format : PPT (PowerPoint)

DAY 01

19 August 2026
Conference Day
09:30 AM – 10:30 AM
Inauguration & Keynote Talk
10:30 AM – 01:00 PM
Session – 1
01:00 PM – 02:00 PM
Break
02:00 PM – 04:00 PM
Session – 2
04:00 PM – 05:30 PM
Session – 3

DAY 02

20 August 2026
Conference Day
09:00 AM – 01:00 PM
Session – 4
01:00 PM – 02:00 PM
Break
02:00 PM – 04:00 PM
Session – 5
04:00 PM – 05:30 PM
Session – 6

DAY 03

21 August 2026
Conference Day
09:00 AM – 01:00 PM
Session – 7
01:00 PM – 02:00 PM
Break
02:00 PM – 04:00 PM
Session – 8
04:00 PM – 05:30 PM
Session – 9

Session – 1

Parallel Session – 1
Date : Day 1 – 19 August 2026
Time : 10:30 AM – 01:00 PM
ICSCSA-003

A Deep Learning Framework for Voice-Based Translation of Ancient Stone Inscriptions

G. Krishnapriya, E. Raghuvaran

ICSCSA-080

Improving Thyroid Cancer Diagnosis and Risk Stratification with VGGNet-Driven Deep Learning from Multimodal Imaging

Anbalagan S

ICSCSA-091

Design and Performance Analysis of a Low-Power Photonic Processor Architecture

N C A Boovarahan, T Lakshmibai, R.Sivaramakrishnan, T. Dinesh Kumar, M.A.Archana, S. Omkumar

ICSCSA-070

Privacy-Preserving Mental Health Disorder Detection Using Federated Learning and Smartphone Behavioral Sensing

Naveen Kumar Pedada, Bandi Rambabu, R Ravinder Reddy

ICSCSA-075

Low-Latency Stateless Snn Architecture With Localized Temporal Memory For Real-Time Edge Computing

Narmatha V, Rajan.C

ICSCSA-079

Towards Autonomous Cyber Defence: Integrating Artificial Intelligence for Intelligent Threat Response

Naga Naveena Chennupati

ICSCSA-011

Post-Quantum Security Framework for Model Context Protocol Using ContextGuard

Sunil Gentyala, P Krishna Sunil, Vamshi Lande, Akhila Kasturi, Suresh Kumar Darisi, Ruhisulthana Shaik

Session – 1

Parallel Session – 2
Date : Day 1 – 19 August 2026
Time : 10:30 AM – 01:00 PM
ICSCSA-066

Release-Gating Architectures for Long-Form Policy Assembly Using Cross-System Reconciliation and Automated Exception Workflows

Bhargavi Vepuri, Damodara Pavan Kumar Lanka

ICSCSA-007

A Two Factor Dynamic Password Scheme for Password Manager without Storing Passwords

S. Rajarajan, V.Vikash, K. Pival Harshita

ICSCSA-029

High-Fidelity Speech Reconstruction Architectures Utilizing Spectral Attention and Temporal Memory Units to Enhance Robust Signal Quality

Anjali Goswami, Anjali Krushna Kadao

ICSCSA-030

High-Velocity Big Data Reasoning Models Powering Real-Time Autonomous Decision-Making in Dynamic Computational Environment

Sanjay Kumar, Sapna Bawankar

ICSCSA-048

VisionPay AI : Smart Retail Assistant for Visually Impaired using YOLOv8, CNN-Based Currency Recognition, and Voice Interaction

Chintana Manas, Sriram S, L. Kavisankar

ICSCSA-039

Nanotechnology-Driven Intelligent Systems for Early Detection of Alzheimer’s Disease

Debmitra Das, Ritam Dutta, Anushka Bhardwaj, Shilpa Singh, Shruti Thapar, Shruti Gupta

ICSCSA-057

Adaptive Object Distance Monitoring in Disaster and Crisis Scenarios via YOLOv9 with Monocular Depth Estimation

Shree Smeka J, V Sheeja Kumari, S.Vidhya, S. P. Santhoshkumar, K. Sivasakthi, Gajalakshmi S

Session – 1

Parallel Session – 3
Date : Day 1 – 19 August 2026
Time : 10:30 AM – 01:00 PM
ICSCSA-246

Design and Implementation of Buck Boost Converter

Usha M N, Rajesh L V

ICSCSA-186

Efficient Isolation Forest for Anomaly Detection in System Logs Using Behavioral Feature Fusion

Pathan Sardar Khan, Shaik Amanulla, Joseph Jayanth Vardhan Chimaladinne, Kanumuri Naveen

ICSCSA-210

Multimodal Fusion Strategies Using Speech, Text, Facial, and Physiological Signals for Emotion Recognition

Bhavani Shree A.R, Uma Nandhini, D

ICSCSA-203

Leveraging Edge AI for Lung Cancer Detection with a Res-Net Classifier in Machine Learning

Veeraswamy Ammisetty, Rajendra Prasad D, K Subba Shankar, D.N.V. Syma Kumar, Palvadi Srinivas Kumar, Hari Kishan Chapala

ICSCSA-138

Deep linking attacks: Context, vulnerabilities, attack vectors and countermeasures

Nisha T N

ICSCSA-212

Vectorless Retrieval-Augmented Generation: A BM25-Based Alternative to Embedding-Driven RAG Systems

Alex Rohith I, Abilash S Nath, Saranya S

ICSCSA-228

An Explainable Feature-Engineered Stacking Ensemble Framework for Student Outcome Prediction Using Learning Analytics

P. S. S. Chakravarthy, Mohammad Azhar, Racharla Siva Narayana, AVSS Somasundar, K Geethaprathibha, Vallabhaneni Pranav

Session – 1

Parallel Session – 4
Date : Day 1 – 19 August 2026
Time : 10:30 AM – 01:00 PM
ICSCSA-256

Deep Convolutional Neural Networks For Oral Lesion Risk Stratification

Manikandan Rajagobal, Ramkumar S, Arulpandy P, Siva Ganesh A, Vinoth Kumar H, Vignesh R C

ICSCSA-257

Stacked Denoising Autoencoder On Mammography For Breast Lesion Discrimination

Manikandan Rajagobal, Ramkumar S, Arulpandy P, Kalaiselvan S, Ashok Kumar V, Subhasree N

ICSCSA-211

Spatial Attention-Enhanced Deep Learning for Lung and Colon Cancer Histopathological Subtype Classification

Alex Rohith I, Cynthia Sherin B, Harini P, Rehana Tabassumb S

ICSCSA-245

HIGH-PERFORMANCE MAGNETIC RESONANCE POWER TRANSFER SYSTEM FOR EV INTEGRATION

B.MARISEKAR, R.PAVITHRA, S.SWETHA, S.SHAALINI

ICSCSA-258

An Explainable Artificial Intelligence Framework For Wireless Body Area Network based Physiological Monitoring

Manikandan Rajagobal, Ramkumar S, Arulpandy P, Siva Ganesh A, A Dhivya, Jaseena.S

ICSCSA-259

Hybrid Efficient Net And Enhanced Recurrent Neural Network Model For Automated Thyroid Abnormality Characterization

Manikandan Rajagobal, Ramkumar S, Arulpandy P, Pradeepkandhasamy J, Leena V P, Suvetha M

ICSCSA-267

Impact of Antenna Structural Modifications on Performance for Head Imaging Antennas at 7.5GHz

Jinu Mathew, Navin M George, Tony Jose, Neethan Elizabeth Abraham, Ancy Michel, Jennifer June

Session – 1

Parallel Session – 5
Date : Day 1 – 19 August 2026
Time : 10:30 AM – 01:00 PM
ICSCSA-367

AI BASED EYE DISEASE CLASSIFICATION

S Prabakar, Aparna SS, Kaviya S, Nandhini M

ICSCSA-356

A Decentralized Three Tier Framework for Secure Land Registry Using Ethereum And IPFS-Based Off-Chain Storage

P. Subba Rao, P.Siva Swathi, K.Supriya, M.Tharani, M.Kalpa Deepa, D.Parvathi

ICSCSA-368

Efficient VLSI Architecture for Laplacian Edge Detection with Exact and Approximate Adder Comparison

A V S Surya Varma, Bala Sindhuri Kandula, A Naga Manikanta, B Bindu Sri, B Rohith sai teja, A Karthik Varma

ICSCSA-327

BERT-XFN: An Explainable Hybrid Transformer-Fusion Network for Cross-Domain Fake News Classification Using Adaptive Focal Loss and Multi-Source NLP Features

J. Praveen Kuma, Katravath Pruthvi Raj Rathod

Session – 2

Parallel Session – 1
Date : Day 1 – 19 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-112

FruitNetSH: An Efficient Deep Learning Model for Precision Pomegranate Disease Diagnosis

G. M. Sathyaseelan, S. P. Santhoshkumar, Preethi M, Gajalakshmi S, Vinodhini. K, M. Rajalakshmi

ICSCSA-076

Identity-Backed Biometric Authentication: A Zero- Trust Framework for Defeating Synthetic Identity Attacks in Regulated Financial Institutions

Prudhvi Ananthula, Deepak Saxena, Sneha Malshetti

ICSCSA-059

A Predictive Autoscaling Framework for Cloud Deployment Infrastructure Optimization

Raghav RS, Vignesh.R, Arunprasad P, Dheena Dhayalan P R, Karthikeyan M P, Srinivasan B

ICSCSA-041

A Hybrid Frequency-Spatial and Deep Ensemble Framework for Deepfake Image Detection

Raghav RS, Sai Gaanesh Yaga, Dheena Dhayalan P R

ICSCSA-018

Metaheuristic Optimization of Convolutional Neural Networks for Skin Lesion Classification

Payal Rani, Alok Misra, Raj Gaurang Tiwari

ICSCSA-084

VIKOR-based Multi-Criteria Decision Making for Cluster-based Routing in WSNs

Vinoth Kumar. P, S. Tamilselvi, S. Deepan, C. Anand, R. M. Rani, Karthik S

Session – 2

Parallel Session – 2
Date : Day 1 – 19 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-046

A Quantum Deep Reinforcement Learning Framework for Personalized Clinical Decision Support in Adaptive Radiotherapy

J Hema, Lakshmikanth Paleti, Charvitha Bh, Sk. Sohail Ayaz

ICSCSA-049

Adaptive Smart Routing and Vehicle Monitoring System of Shortest Eco- Efficient and Cost Optimised Mobility Control

S Gokul, R Lokeshwaran, L. Kavisankar

ICSCSA-078

DeepFakeGuard-Image: Lightweight & Explainable Cross-Generator AI-Generated Image Detection

Mais Alashqar, Bayan Alfarrayeh, Farah Abu Al-Soud, Marya Sabeha, Qasem Abu Al-Haija

ICSCSA-038

Adaptive Model-Aware Automated Feature Engineering Framework for Machine Learning Systems

A. Aldo Tenis, Amritha Sharase V, Harihara Sudhan A, Sandhiya S

ICSCSA-042

Transfer Learning-Based Multi-Dimensional PE Assessment Framework

Gaddipati Mukesh Vardhan, M. Ramchander

ICSCSA-055

ForensicChain: A Permissioned Blockchain Framework for Digital Evidence Chain of Custody Using Hybrid Hashing, ZKP-Inspired Authentication, and Risk-Based Evidence Scoring

Neha P N, HarishKumar N

Session – 2

Parallel Session – 3
Date : Day 1 – 19 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-035

Lightweight Chest X-Ray Image Enhancement for Portable Medical Imaging

S. Divya, G.Janani alias Pandeeswari, T.Hemalatha

ICSCSA-231

Decision Tree Based Machine Learning Framework for Early Risk Prediction in Soldier Health Monitoring Using IoT and LoRa Communication

M A Seshasaai, Sai Janavi P H, K Bala Manikanta, Kamaleshwaran M, Lakshana R, S Vijayalakshmi

ICSCSA-234

Adaptive Parameter-Efficient Fine-Tuning for Cost-Efficient LLM Adaptation in Low-Resource Clouds

B Kiranmayee, Shouryadhar Karamsetty, Sunkari Pradeep, M S Nirmal Kumar, V Lakshmi Chaitanya, M Narasimhulu

ICSCSA-223

Ensemble Deep Learning Framework for Oral Cancer Detection

Mohd Shuaib, Ayushi Kumari

ICSCSA-218

A Disaster Management System with Offline OSM Caching, Conflict- Aware Synchronization, and QR Code Based Emergency Location

N. Ramadevi, Seelam Hima Bindu, A .Veneela, M.V. Subramanyam, C. Shoba Bindu, Farooq Sunar Mahammad

ICSCSA-278

Retrieval Augmented Large Language Models for Intelligent Information Systems

Pravin P, Rajesh Thonduru, Sai Reddy Mandala, Sankethu Babu Guntaka

Session – 2

Parallel Session – 4
Date : Day 1 – 19 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-283

Access Control Framework for Smart Systems in IoT Environment : A Review of Significance, Challenges & Future Directions

Rashmin Prajapati, Sweta S Panchal, Neha Soni, Sandipkumar R Panchal

ICSCSA-288

Adaptive Hybrid Feature Selection and Explainable Stacking Ensemble Learning For Early Chronic Kidney Disease Prediction

Revathy M, A. Yuvarani, R. Priyadharshini, R. Sumathy, Ravikumar P, R. Renuga Devi

ICSCSA-271

The Highly-Adaptive Neuro-Symbolic (HAN-S) Framework: A Real Neural Baseline and an Empirical Investigation of Independent Symbolic Grounding in Rare-Class Neuroimaging

J.Jeyshri, Jessica A, MonishLingam T

ICSCSA-303

Enhancing Nutrient Dynamics of Spent Cocopeat Using Organic Inputs for Sustainable Crop Systems

PRADEEP C, R. VASANTHI, ABISHAYA R, RAVIKUMAR L

ICSCSA-339

NavSense: AI-Powered Smart Glasses for Real- Time Object and Obstacle Detection for Visually Impaired and Low Vision People

B. B. Baron Sam, S. Rahul Bharathi, T.Paulsimiyon, M. Joswa Allen, S.Aloysius Jelcy, S.L. Sindha Devi

ICSCSA-282

Hybrid BERT–BiLSTM Framework with Genetic Algorithm Based Feature Selection for Suicide Risk Identification

DVH Venu Kumar, Praveen Kumar Nalli, Kurakula Venkata Lakshmi, Adinipeta Mahathi, Goriparthi Sneha Samyuktha, Samineni Jasmitha

Session – 3

Parallel Session – 1
Date : Day 1 – 19 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-081

Cross-Layer Intrusion Detection in IoT via Honeypot and Hardware Telemetry Fusion

Patel Chhayank Kaushikbhai, Preet Parekh, V. Hemamalini

ICSCSA-067

A Comprehensive Survey on Integrating Artificial Intelligence and Blockchain Across Emerging Application Domains

Somshekhar D, Kumaraswamy S, Sridhar R

ICSCSA-058

RheumaFusion: A Hybrid Explainable Artificial Intelligence Framework for Early Rheumatic and Autoimmune Disease Prediction

T.Dhivya, K.Anita Davamani

ICSCSA-063

A Novel Adjustable Window for Digital FIR Filter Design with Spectral Enhancement and Performance Evaluation

Amit Kumar Patil, Manoj Hans, Virendra V. Shete

Session – 3

Parallel Session – 2
Date : Day 1 – 19 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-074

Secure and Intelligent Blockchain-based Federated Directed Acyclic Graph Neural Network for Privacy-Preserving Brain Tumor Detection

N.Kalyani, V.M.Jemin, J Sherine Glory, K.Saravanan, Saravanan K, N. Ramshankar

ICSCSA-005

Agentic AI Framework for Scalable Autonomous Enterprise Workflow Orchestration and Smart Process Management

Gollapudi Mounika, Mugala Sri Sevitha, Deepika Borgaonkar, Rishika Desai, N.Sunanda, K Vamsi Krishna

ICSCSA-088

A Survey of Agentic AI-Enhanced Multimodal Deep Learning Approaches for Early Detection and Progression Risk Prediction of Parkinson's Disease

Kotha Sinduja, C Madan Kumar

ICSCSA-092

Human-Centric Explainable Federated Threat Intelligence for Trustworthy Cyber-Physical Systems

Subrhamanyam Kolusu, S Naveen Kumar Polisetty, M. Satya Srinivas, D Sri Phanindra Varma, Bhukya Balakrishna, Boddu L V Siva Rama Krishna

Session – 3

Parallel Session – 3
Date : Day 1 – 19 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-170

Adaptive Dynamic Synergy Optimization-based Deep Belief Network for classification of Congenital brain Abnormalities

Manisha Pandurang Navale, Brijendra P. Gupta

ICSCSA-263

Autoencoder-based End-to-End Communication

P Kaythry, Vinu R, K K Nagarajan, Sai Nithya

ICSCSA-270

Neuro-Fuzzy Trust Evaluation Framework for Secure IoT-Enabled Smart Farms

Anilkumar BH, Yathiraj G R, Ashwini P, Kalpitha uthappa c, Benaka Santhosha S, Dharmendra D P

ICSCSA-216

Domain-Specific Transfer Learning for Spatiotemporal Thyroid Ultrasound Classification: A Methodology for Mitigating Trivial Convergence in Imbalanced Datasets

Akshatha Kamath, Monica R Mundada, Brunda G, Dinesh P

Session – 3

Parallel Session – 4
Date : Day 1 – 19 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-310

Deep Learning and Explainable AI for Skin Cancer Classification: A Comparative Review of CNN, Transformer, and Hybrid Architectures

AVILA THERESA, BHUVANA SHANMUGAM

ICSCSA-261

TactileML: A Machine Learning Framework for Predicting Fabric Hand Feel in Vintage and Deadstock Textiles

R Varshini, S S Sreenithy, M Revathi, A Jenifer

ICSCSA-307

IoT based Machine Learning Framework for Analysis of Medicinal Leaves and Properties

Vandana B.S, Manjula Gururaj

ICSCSA-274

LARGE LANGUAGE MODEL FINE-TUNING FOR AUTOMATED CYBER THREAT INTELLIGENCE EXTRACTION FROM UNSTRUCTURED TEXT REPORTS

M. Jayamma, T. Swetha, M. V. Subramanyam, Farooq Sunar Mahammad, C. Venkataiah, B. Shilpa Reddy

Session – 4

Parallel Session – 1
Date : Day 2 – 20 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-094

Data Science-Based Maximum Power Point Tracking Control for DC-DC Power Converters

Koyyagura Balanjaneyulu, K. Kalyan Kumar, Shaik Chinna Baba Fakruddin, Naveen G, Kumar Reddy Cheepati, K. Venkatapathi

ICSCSA-095

Machine Learning-Enabled Power Converter Control for Efficient Electric Vehicle Energy Management

Peyyala Nagarjuna, Kumar Reddy Cheepati, Pasampalli Mirian Kumar, Naveen G, R. Senthil Kumar, K. Venkatapathi

ICSCSA-098

TMF-StrokeNet: A Multi-Task Multimodal Fusion Network for Joint Stroke Detection, Lesion Segmentation, and Severity Estimation

M.C. Revathi, T.Saju Raj

ICSCSA-027

A Causal Multi-Task DeepLearning Framework with Memory-Augmented and Knowledge Injection to analyze breast cancer at its early stages

G.Sharmila, R.Ramya, P.Jamuna, S.Ananthi, Dhanamalar M, Ponmurugan Panneer Selvam

ICSCSA-101

Load Suitability Index-Based Optimal Placement of Electric Vehicle Charging Stations in a 16-Bus Radial Distribution System

Ramanjaneya Reddy Gopireddy, Baburao Pasupulati

ICSCSA-135

JOINT RESOURCE ALLOCATION AND ADAPTIVE TASK SCHEDULING IN 5G USING HYBRID DEEP REINFORCEMENT LEARNING

T. Jaya, G.Suvetha, R. Kumudham, F.VincyLLoyd, K.Simeon Raju, S.R.Shahul Hameed

ICSCSA-117

MathEase: A Game-Based Digital Learning System for Enhancing Numeracy Skills of Grade 1 Pupils

Nancy P. Jacosalem, Jade G. Cuartero, Elmer E. Estandarte, Jeanie R. Delos Arcos, James Cloyd M. Bustillo, Bernie S. Balighot

ICSCSA-118

Resource-Efficient FPGA Implementation of Bitonic Sorting Networks with Block-Parallel Search

Panchami S V, Praveen M S, Rohan N D, Yashwanth M Y, Manu E M

ICSCSA-105

AI-Driven Remote Photoplethysmography (rPPG) for Real-Time Non-Contact Heart Rate Estimation Using FFT Analysis & CHROM Signal Processing

S S Sreenithy, R Varshini, M Revathi, A Jenifer

ICSCSA-086

Sensitivity-First Deep Learning Framework for Early Cardiovascular Disease Risk Screening

S Sanjay, V Sanjay, M Revathi, A Jenifer

ICSCSA-089

LLM-Based Automated Test Case Generation Framework for Software Quality Assurance

A.Sree Lakshmi, G Naga Sarayu, Mallareddy Adudhodla, Pavan Kumar Reddy Manellore

ICSCSA-103

Smart Road Infrastructure: Pothole Detection with Real-Time Map Integration for Reconstruction Planning

Chinmai Shetty, Janani vishal p, Chandini, Jeevika, Harshini B T, Suchetha G

Session – 4

Parallel Session – 2
Date : Day 2 – 20 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-071

ChargeLink-X: AI-Orchestrated Bidirectional Conductive V2V Energy Exchange EV for Affordable and Clean Energy Applications

Rajesh Kumar Mohapatra, S. Gomathi

ICSCSA-068

VoltWeave: AI-Optimized Integrated MPPT–Bidirectional DC-DC Conversion

KAMALKUMAR T, S.Gomathi

ICSCSA-124

A Resilient Deep Learning Architecture for Sustainable Cognitive Health Decline Prediction from Longitudinal Neuroimaging Data

Vinodhini S, V.R.Vimal

ICSCSA-125

An Inclusive Explainable AI Framework for Early Neurodegenerative Health Risk Assessment using Multimodal Brain Imaging

Vinodhini S, V.R.Vimal

ICSCSA-130

Red Deer Optimization Algorithm-based Node Localization Method for WSNs

P. Vinoth Kumar, J. Kumar, Rachel Nallathamby, C. Sathish Kumar, N. Saravana Kumar, S. Bharathi

ICSCSA-134

A Lightweight Attention-Based Deep Learning Framework for Brain Tumor Classification Using MRI Images

Pragya Tiwari, Pundru Chandra Shaker Reddy, Ved Prakash Mishra

ICSCSA-119

Valence-Enhanced Bidirectional LSTM Framework for Context-Aware Sentiment Analysis on Social Media Data

Pradeepa Sampath, Lavanya Raju, Suvedha S, Rajasekaran A, Raju K, Raja R

ICSCSA-128

Agentic AI Architectures for Autonomous Decision-Making in Dynamic Environments

Sanjay Tiwari, Isha Sharma, Ankita, Rupinder kaur, Vinod Bagga, Nongmeikapam Thoiba Singh

ICSCSA-096

AIDefender: An AI-Powered Proactive Auditing and Threat Mitigation Framework for Decentralized Storage Networks

C Thiyagarajan, J.Anitha Ganaselvi, K.Venkatraman

ICSCSA-127

Leveraging Contextual Embeddings: A BERT- based Approach to Mitigating Semantic Ambiguity in Digital News

Sandhiya S, Sabidhaa A, M Revathi, A Jenifer

ICSCSA-129

Development of Machine Learning Models for Smart Marine Traffic Management

Debmitra Das, Ritam Dutta, Shilpa Singh, Swati Agrawal, Shruti Thapar, Shruti Gupta

ICSCSA-093

Artificial Intelligence Based Performance Enhancement of AC-DC Power Converters for Smart Energy Systems

Mekala Kishore Kumar, P. Narmatha, K. Pavan Kumar, D. Praveen Kumar, R. Senthil Kumar, P. Muthukumar

Session – 4

Parallel Session – 3
Date : Day 2 – 20 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-279

A Bio-Inspired Digital Immune System for Adaptive Cyberattack Detection in Smart Hospital Networks

Narinder Kaur, Sonia F Panesar, Prabh Deep Singh, Kiran Deep Singh, Mohd Naved Ul Haq

ICSCSA-232

XAI-MaizeNet: An Explainable Deep Learning Framework for Transparent and Interpretable Maize Leaf Disease Detection and Classification

K Sunil Kumar, Raveendrababu Vempati, Jagdeep Rahul

ICSCSA-262

Real-Time AI-Integrated Pressure Ulcers Prevention and Monitoring System

Chethan Raj U, Balachandra, Aditya Singh Thakur, Vinu R, Jisy N K

ICSCSA-206

Advanced Reliability Enhancement Techniques in Free-Space Optical Communication Systems: A Review of WDM, QAM, PDM, OAM, and Hybrid RF/FSO Architectures

Manpreet Kaur, Mehtab Singh, Ritu Sharma

ICSCSA-188

EfficientNetV2S for Dermoscopic Skin Lesion Classification: A GPU-Native PyTorch Framework with Focal Loss and Systematic Grad-CAM Clinical Explainability

Madhavan S, Eben Sophia P

ICSCSA-276

Machine Learning-Based Water Quality and Water Consumption Prediction for Textile Wastewater Treatment Plants

E.Balamurugan, M.Nanthini, M.Karthika, R. Manikandan, S.Ramasami

ICSCSA-235

A Secure and Commercial Enterprise Resource Planning Systems through Graph Neural Networks for Trustworthy Risk Analytics

Kavitha Subramaniam, S.Gopalakrishnan, Mehaboob Karishma, Vasumathi Gunasekaran, G. Bharathi, Diana Earshia V

ICSCSA-273

An IoT-Enabled Machine Learning Approach for Predicting Optimal Harvest Time of Medicinal Plants

Piyush Moghe, Rupesh Mishra

ICSCSA-269

A Deep Transfer Learning Approach for Early Identification of Multiple Crop Diseases and Pest Infestations Using Leaf and Field Images

Sumit Jain, Rupesh Mishra

ICSCSA-266

An Intelligent Decision Support System for Retail Sales Forecasting Using Machine Learning and Explainable AI

S. Mohankumar, S. Kiruthika, N. Raghapriya, R. Mangaiyarkarasi

ICSCSA-268

An Attention-Driven Hybrid Deep Learning Framework for Intrusion Detection in Cloud-Based E- Learning

Venkatakrishna Rao Likki, Naga Deepti P, T. Prabhuram, Aruna Vipparla, Raghuvaran Cheerla, Jampani Ravi

ICSCSA-265

Explainable Hybrid Ensemble Learning for Deceptive Website Detection with Cross-Dataset Validation

S. Bhuvana, Rohan Mathew S

Session – 4

Parallel Session – 4
Date : Day 2 – 20 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-281

Adaptive Intelligent Redaction System for Real-Time Privacy Protection

Ananthi S, Kumar P, Madhan G, Manojkumar T

ICSCSA-340

A Hybrid CNN–GRU–Swin-Tiny Framework with 1D-to-2D Patch Transformation for Long-Horizon Blood Glucose Prediction

C. Ajila Jaya Reeta, S. Jerphin Asmi, S. Sathya, B. Baron Sam, B. C. Preethi, S. L. Sindha Devi

ICSCSA-338

AI-Based Real-Time Crowd Monitoring and Alert System Using YOLOv8 and DeepSORT

Reny, Sethuram.V, Mariya Suthan.J, Krithvik.B, B.Baron Sam, S.Aloysius Jelcy

ICSCSA-238

An Attention-Based Multimodal Sensor Fusion Framework for Intelligent Human Activity Decision- Making System

Mancharla Naveena, Srinivas Aluvala

ICSCSA-341

IOT-BASED SMART RURAL WATER DISTRIBUTION AND REAL-TIME MONITORING SYSTEM

M.Ramesh Babu, K.Meiyarasu, D. Jeevan Kumar

ICSCSA-319

A Bayesian Evidence Fusion Framework for Consumer Trust Analysis in Indian Health Insurance

P.Shobanapriya, P. Easwaran

ICSCSA-298

Machine Learning Assisted Risk-Aware Portfolio Optimization for Indian Stock Market

Sachin Sharma, Aman Deep Singh

ICSCSA-333

Interpretable Analysis of YouTube Title Characteristics and Engagement in U.S. Trending Videos

Dinesh Naga Venkata Sumanth Ramadugu

ICSCSA-347

XAI-Enhanced CNN Framework for Osteoporosis Screening Using Simple X-ray Radiograph

Narasimha Murthy G K, M. C. Supriya

ICSCSA-332

Dashboard-Driven EVV Compliance Monitoring and Eligibility Analytics in Medicaid-Centered Public Programs

Praparna Moharana, Sonam Kumari, Gayathri Ramoju, Surya Chander Rao Damerla

ICSCSA-318

Validation of Reliability, Responsiveness, Assurance, Empathy, Tangibles, and Behavioral Intentions in the Indian Context of Construction and Real-Estate

Dinesh V.C, P. Easwaran

ICSCSA-349

An Adaptive Neural Explainable Intelligence Secure Network for Unified AI-Driven Secure Computing and Predictive Data Analytics

N.Kalaichelvi, Sivanesan Rajangam, Kamatchy B, V.Punitha, P. Arivazhagan, G.S.Geethamani

Session – 5

Parallel Session – 1
Date : Day 2 – 20 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-149

Beyond Skill Gap Analysis: An Explainable Transformer-based Framework for Software Workforce Intelligence

Pallapati Solmon, Vankayala Bhavya, Devarakonda Meghana, Bathula Nithya Sri, Illuri Manohar Reddy

ICSCSA-121

Jammer Detection and Classification Using Machine Learning in GNSS Bands

M.Meena, Berlin Sam C, Parsuraman S, S.P.Vijayaragavan

ICSCSA-061

STARIN: Spectro-Temporal Adaptive Residual Intelligence Network for Intelligent Renewable Hydrogen Production Yield Forecasting via Multi- Scale Decomposition for Affordable and Clean Energy

S. Gomathi, Deepak Arumugam

ICSCSA-033

Multilingual AI Framework for Veterinary Disease Prediction and Consultation using a Pivot language

Gomathi V, Nakshatra V S, Sanju P, Vetrivel P R, Nishanth S

ICSCSA-174

A Transformer-Driven Multimodal Framework for Music Emotion and Sentiment Understanding Through Audio–Text Feature Alignment

Deepak Kumar Chohan, Niharika Sharma, Geetanjali Bisht, Sumit Saklani

ICSCSA-178

Performance Analysis of Morlet and Morse Wavelets in Denoising Across Low and High Frequency Ranges

Shiny. B, Vijayalakshmi. P, M. Monisha, Vimal Raj. P, Prasanna Kumar. P, Veeramani. K

Session – 5

Parallel Session – 2
Date : Day 2 – 20 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-175

Sentiment Analysis Model for Online Forums to Classify Code-Mixed Text

Punitha K, Raja Shree S

ICSCSA-155

LiverXFusion: An Explainable Attention-Guided Deep Framework for Liver Disorder Classification through Biomarker–Clinical Feature Integration

SN Prasad Kadali, Cuddapah Anitha

ICSCSA-142

Bridging the Simulation-to-Emulation Gap in Autonomous Cyber Defence: A Hybrid PPO and LLM-Based Framework

L.K. Suresh Kumar, Mohammed Yaseen, Ravi Uyyala, J Ravichandarreddy

ICSCSA-164

Swin Transformer-Based Smart Glass System for Real-Time Assistance to Blind and Visually Impaired Users

Manimala, P.Anbumani, S. Gunasekaren, S. Prabakaran, Prabhasree P, Priyadharshini

ICSCSA-168

A Unified Mathematical Framework for Secure Multi-Agent Large Language Model Pipelines

Sunil Gentyala, Y. Geetha Reddy, Manasa Pendyala, Vishnu Gatla, Sundarigari Manoj, Ruhisulthana Shaik

ICSCSA-102

A Hybrid Deep Learning-Based Sales Forecasting Model Using Market Regulatory Features

Tejaswi Borra, Srinivasa R Atta, Kusupati Naga Koushil, M Raghava Reddy, K V Sunil Varma, G Naga Pavani

Session – 5

Parallel Session – 3
Date : Day 2 – 20 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-133

Autonomous Drone-Based Anti-Poaching System with AI-Driven Detection and Adaptive Deterrence Mechanisms

P. Madhuri Paul, Vishnupriya S Devarajulu, Korra Cheena, Neella Swapna, Kanigiri Suresh, M. Bhavsingh

ICSCSA-217

PrivTraj: A Cloud-Native Privacy-Preserving Framework for Secure Smart City Trajectory Analytics using Differential Privacy

S. Gopi Krishna, Srikakoli Venkata Sree Ram

ICSCSA-253

SYNAPSE: A Cognitive Continuity Architecture

I. Domilin Shyni, Moneshwar K, Prakash Raj A

ICSCSA-250

ML-Driven Cloud Intrusion Detection & Automated Response Using the BETH Dataset

Mallegowda M, Ira Prabhu, Mohammed Faisal

ICSCSA-272

A Confidence-Aware YOLOv8s Framework for Cotton Leaf Disease Classification with External Validation and Treatment Recommendation

R Renugadevi, Vishal P, Logesh S, A Jeswin Antonys

ICSCSA-292

SentinelNet: Adaptive Blockchain Security for Wireless Sensor Networks

K. Salma Khatoon, Nimmakayala Frooq, Uddari Kalayan Kumar, Shaik Mohammed Sahil Mujahid, Pujari Prasanth, N.Chakradhar Reddy

Session – 5

Parallel Session – 4
Date : Day 2 – 20 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-317

AARA: An AI-Driven Multi-Modal Platform for Animal Rescue, Species Detection, and Emergency Welfare Management

S. Sadia Fatima, N. Ramadevi, S. Karimulla Basha, N. Musfira Naiyeer, P. Leela Manasa, P. Charitha Sree

ICSCSA-342

A Survey on QoS-Driven AI-Based Trust-as-a-Service for Secure Cloud Computing

Ramya S, Shanmugam S

ICSCSA-337

SGAASS: A Closed-Loop Adaptive Framework for Personalized Skill Gap Analysis and Deadline-Aware Study Scheduling Using NLP

Nazia Banu, K.Chandra Lekha Reddy, Farooq sunar Mahammad, G.Sravani, E.Mamatha, A.Guru Eswari Devi

ICSCSA-304

Edge AI-Enabled TinyML with Vision-Based Inspection for Intelligent Industrial IoT Monitoring on STM32

Chetti. Venkateswarlu, Kolli Manasa Devi, Dommeti yamini vijaya lakshmi, Gadela Chaitanya lakshmi

ICSCSA-334

Spatial-Temporal Risk Analytics for Predicting Sanitary Sewer Overflows in Urban Wastewater Systems

Hari Vamsi Krishna Nukala

ICSCSA-324

Multimodal Explainable AI Framework Integrating MRI, Clinical Features and Lipid Biomarkers for Early Differential Diagnosis of Sciatica

Janardhanarao Addanki, Velicheti Anantha Lakshmi, Anantham Srujana Jyothi, Vavilapalli Saikiran

Session – 6

Parallel Session – 1
Date : Day 2 – 20 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-145

Machine Learning Driven Analysis of E Banking Adoption in Public and Private Sector Banks

Pattem Kavya, Srinivas.D

ICSCSA-146

Smart Solutions for Banking IT Integration Challenges Using Artificial Intelligence and Predictive Analytics

Pattem Kavya, Srinivas.D

ICSCSA-157

A Fusion of Tech and Tradition in Mehendi Art

Kayalvishi, Janani, Srinithi, Vaishnavi

ICSCSA-176

A Machine Learning Framework for Multi-Disease Health Risk Prediction Using Electronic Health Records

KeshavaMurthy T G, Manasa M, Samata Mehta.S, Priyanka Kanavalli, Harini S, Bharath B

Session – 6

Parallel Session – 2
Date : Day 2 – 20 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-152

Survey on Intrusion Detection Systems: Techniques and Datasets

Jasima R I, K Uma Maheswari, Jannath Nisha O S

ICSCSA-148

Gait sense: A Smart Shoe for Real‐Time Gait Monitoring

S.Dhansekaran, V. Baby Shalini, Kavin Kumar G, Esakki Muthu I, Harish Shankar M, Elamatheshwaran K

ICSCSA-107

Privacy-Enhancing Distributed Ledger Design for Resilient Internet of Things Networks

SUDHAMANI.S, Moorthy Agoramoorthy

ICSCSA-108

A Privacy-Aware Blockchain Ecosystem for Scalable and Reliable Fraud Prevention

Kanchana D, Moorthy Agoramoorthy

Session – 6

Parallel Session – 3
Date : Day 2 – 20 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-140

Time Series Forecasting of Solar Irradiance: A Comparative Analysis of ARIMA, SARIMAX, and Gradient Boosting Methods with Uncertainty Quantification

A. Akilandeswari

ICSCSA-290

ATOBS: An AI-Based Traffic Optimization and Bus Occupancy Prediction System Using CatBoost

Salna Joy, Kushagra Dubey, Likith KM, M Sahana, Nikitha R, M. Thanga Subha Devi

ICSCSA-077

DeBERTa-BiGRU-MHA: Secretary Bird Optimized Multi-Head Attention Network for Explainable and Sarcasm-Aware Cyberbullying Detection

S. Sathea Sree, L. Nalini Joseph

ICSCSA-255

IoT, AI and Smart Precision Farming in Sericulture: A Comprehensive Review

Vasanthi R, Pradeep K, Saravanan V, Gayatri DV, Dharshini J, Saran K

Session – 6

Parallel Session – 4
Date : Day 2 – 20 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-320

Adaptive Multi-Domain Attention Network for Single-Channel EEG Classification

Padakanti Swapna, Ravichander Janapati

ICSCSA-280

HTA-RoBERTa: An Hybrid Triple-Attention Framework for Context-Aware Sentiment Classification

Kondapalli Sunanda, Rupesh Kumar Mishra

ICSCSA-322

A Comparative Machine Learning Framework for Age-Specific Prediction of ASD Using Advanced Feature Transformation Techniques

Devireddy Mamatha, K. Maheswari

ICSCSA-312

Edge AI-Enabled Smart Energy Meter Using STM32 and IoT for Real-Time Power Theft Detection with TinyML

K. Sowjanya, M. Ratnaphanisri, S. Prajwala, V. Pavani

Session – 7

Parallel Session – 1
Date : Day 3 – 21 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-151

Eye Blink Communication System for Paralyzed Patients

Ciyamala Kushbu S, Deepa H, Manasa CH, Akula Satish Kumar, P.Kiran Kumar, Gopari Gouthami P

ICSCSA-139

Feature Selection and Early Heart Disease Prediction Using a Modified Beluga Whale Optimization (MBWO)–Random Forest Framework

Geetha Narasimhan, Rohita Darshini P, Poornima R, Srivathsan M

ICSCSA-169

Deadlocks in Dense Lifelong MAPF: A Journey from Why to Adaptive Density Control

Tawseef Ahmed Teli, Aqib Javid Bhat, Mohd Numan Asgar, Danish Ellahi, Ubaid Mushtaq Mir

ICSCSA-062

THRAN: Temporal Hierarchical Residual Attention Network — An Intelligent Multi-Domain Feature Fusion Framework for Transformer Health Condition Monitoring and Prediction

S. Gomathi

ICSCSA-161

FluxAdaptive Neural Architecture (FANA) for Real-Time Energy Field Modeling in IoT-Integrated Electric Vehicle Networks with Adaptive Flux Attention

S Rajesh Kumar, S Vinoth Kumar

ICSCSA-184

Retrieval-Augmented Reasoning for Knowledge- Intensive AI Systems Using Dynamic Evidence Acquisition

Ramesh Venkatachalapathy

ICSCSA-183

Multi-Source Temporal Reasoning for Automated Root Cause Analysis in Continuous Integration and Deployment Systems Using Large Language Models

Ramesh Venkatachalapathy

ICSCSA-177

A Multi-Dataset Evaluation of Classical ML for SMS Spam Detection: Balancing Accuracy, Efficiency, and Generalizability

KeshavaMurthy T G, Viswanatha V, Darshan M Patel, J Bharathi, Shantarani S Birajdar, Bharath B

ICSCSA-190

Digital Twin-Assisted Artificial Intelligence of Things Network for Early Disease Detection

Inala Navakanth, Harika B, Pamu Shivani, Kodipaka Rajeshwar Rao, Vishwesh Nagamalla, Mamilla Maheswari

ICSCSA-143

Security and Privacy in IoT: A Comprehensive Analysis of Current Trends and Future Perspectives

Ritam Dutta, Saksham Sharma, Ayush Soni, Sujal Tarafdar, Rakhi Gandhi, Shruti Thapar

ICSCSA-037

Structural: An Intelligent Visual Document Data Extraction and Reconstruction

S. Divya, P. Senthil Kumari, R.Dhivya, G.Janani alias Pandeeswari

ICSCSA-123

AI-Based Federated Learning Framework for Confidential Healthcare Management

Dithya Aryavalli, Reena Panwar

Session – 7

Parallel Session – 2
Date : Day 3 – 21 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-156

SMART PREDICTION OF HAZARDOUS AIR POLLUTANTS USING VARIATIONAL AUTOENCODER BASED SMART FRAMEWORK

Umamaheswari.R, Vimala.P, Uma.S, R.Ganesan, S.Saravana Mahesan

ICSCSA-109

A Data Optimization Framework for Food Toxicology, Preservatives and Additives Detection in Processed Food Datasets

K. Priyanga, Loganayagi S

ICSCSA-109

A Data Optimization Framework for Food Toxicology, Preservatives and Additives Detection in Processed Food Datasets

K. Priyanga, Loganayagi S

ICSCSA-166

Automated Colorectal Polyp Analysis Using EfficientNet-B0, Vision Transformer, and Attention U-Net

Veera Subashini S, Krishnaveni K, P.Kalaiselvi

ICSCSA-204

Enhancing Skin Disease Detection in Distributed Healthcare Systems Using Secure and Explainable Federated Learning Systems

G. Satyanarayana, Kadali Satyanarayana, Sri Divya Gangiredla, K.Sharath Kumar, S. SandhyaRani, Madhava Rao Chunduru

ICSCSA-194

SentiVerse: A Transformer–BiLSTM-Based Explainable Framework for Cross-Modal Social Media Sentiment Analytics

Sika K, K.Kalpana, Reshma Ramachadran, R.Sundar, K.Sivakami, S.Kousalya Devi

ICSCSA-104

Federated Learning-Driven Cyberattack Detection Framework for Scalable Smart Healthcare IoT Systems

R. KANMANI, P. MALATHI

ICSCSA-220

AI-Powered BlazePose-Based Integrated Ergonomic and Musculoskeletal Risk Assessment Using OWAS–NIOSH Risk Fusion

K .Venkateshwaran, Vasanth V.K, Prabu M, Tamil Selvan V S, Vignesh P, Hariharan S A

ICSCSA-179

A Hybrid CNN and MediaPipe Face Mesh Framework for Real-Time Facial Emotion Recognition in Diverse Environments

Lanke Pallavi, Rowthu Neelima, Dodla Sai Bandhan, D.Y.L.S Shankar, Donkanti Keerthi, Gunda Ramya Sri

ICSCSA-213

Automated Hepatic Encephalopathy Severity Assessment using Attention-BiLSTM

Shanmugha Priya R K, Suthendran K

ICSCSA-229

Computer Vision-Based Fire and Explosion Risk Assessment Using Adaptive Dynamic Fault Tree Analysis

Tamil Selvan V S, Vignesh. P, Vasanth V. K, Prabu M, K. Venkateshwaran, A.S. Gurubalaji

ICSCSA-187

ECCO-AELRO Based Energy-Efficient Communication for WSN

Dhamodharan.R, K.Arulvendhan, Kanimozhi.S, A.Nandhini, S.Deepan, Karthick.K

Session – 7

Parallel Session – 3
Date : Day 3 – 21 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-209

Versatile Environmental Prediction Using a Hybrid Temporal Informer ClimaFormer Network for Rainfall and Air Quality Forecasting

Shaik Shaphiya, S.Jancy Sickory Daisy, S.Ravi Chand

ICSCSA-236

Explainable Lightweight Hybrid Ensemble Learning for Android Malware Detection Using Optimized Permission Features

Ouku Bhulakshmi, Mulla Mohammed Afrid, Farooq sunar Mahammad, G.Bhavani Rakesh, P.Vishnu, R.Vamsi

ICSCSA-243

A Hybrid Semantic and Machine Learning Framework for Smart Grid Interoperability Assessment

Anubhav Bewerwal, Amit Kumar, Vikas, Charu Awasthi

ICSCSA-291

Edge-Computed Smart Water Quality Monitoring System with Adaptive Safety Overrides

Sowmya Gali, D. Yogendra Sai Teja Babu, M. Manoj Kumar, M. Mahendra, B. Seshidhar, K. Dhanalakshmi

ICSCSA-302

SEFA-6G: A Self-Evolving Federated Intelligence Architecture for Adaptive Big Data Analytics in 6G- Enabled Cyber-Physical Systems

Bhagyashree P, Ragaventhiran J

ICSCSA-295

FORTIS: A Hybrid Ensemble Model for Industrial Cybersecurity and Intrusion Detection

Akbor Aziz Susom, Md Fahim Ahammed, Md Rasheduzzaman Labu, Buddha Dev Sarker, Saihou Badjie, Safwan Azam Ashraf

ICSCSA-264

Adaptive Hierarchical Fuzzy Framework with a Dynamic Hazard Index for Fire–Explosion Risk Assessment

K. Venkateshwaran, P. Vignesh, R. Ashok Kumar, M. Prabu, V.K. Vasanth, K. Balachander

ICSCSA-252

Explainable Multimodal Brain Tumor Classification via Co-Attention Gated Fusion

Aslam Ali Syed, Kishan Raj Vandhavasi Goutham Kumar

ICSCSA-251

HBFI-Net: A Multimodal Cross-Attention Transformer with Neural-ODE Temporal Encoding for Behavioral Fraud Intelligence and Risk Trajectory Estimation

Aslam Ali Syed, Kishan Raj Vandhavasi Goutham Kumar

ICSCSA-224

Dynamic AI Vision Platform for Context-Aware Image Recognition

Ouku Bhulakshmi, K.Anusha, Kumar Devapogu, K.Indrani, J.Sangeetha, K.Bhulakshmi

ICSCSA-136

Adaptive Trust and Risk-Aware Data Usage Control for Privacy-Preserving Edge-Cloud Analytics

M Mahesh Kumar, C Sasikala, Syed Md Nadeem, B Thulasi, G K Nagaraju, T Kavitha

ICSCSA-297

An Explainable Transfer Learning Framework for Breast Cancer Classification Using Deep CNN Models

D. Baswaraj, Yadala Sucharitha, S. Nithyapriya, Ujwala Bhoga, K Ashwini, Iftikhar Aslam Tayubi

Session – 7

Parallel Session – 4
Date : Day 3 – 21 August 2026
Time : 09:00 AM – 01:00 PM
ICSCSA-321

Quantum-Inspired Algorithms for Retail Supply Chain Optimization

Jinson sani koreth

ICSCSA-306

Real-Time Multi-Crop Recommendation Using Machine Learning for Intercropping Optimization

Godhandaraman T, Manikandan Moovendran, Mithaguru, Lakshmanan M, Sriramkumar R, Joshuva Arockia Dhanraj

ICSCSA-331

Artificial Neural Network-Based Motion Prediction for Mobile Robots Using Experimental and Simulated Data

Vengatesan Arumugam, S. Senthilrajan, Suresh Annamalai, S.R.Stalin, P.Thamizhvalavan

ICSCSA-326

REST API Framework for Real-Time Sentiment Classification: Integrating DistilBERT with Quantization, and Production-Grade Deployment Optimization

K Salma Khatoon, N.Musfira Naiyeer, P.Reshma, S.Nazeeya Sulthana, C.Rajeshwari, O. Harish

ICSCSA-343

An Integrated Framework for Prostate Cancer Diagnosis Using MRI Images

N. Penchalaiah, Kativarapu Vinod Babu

ICSCSA-355

Advanced AI-Driven Data Science Framework for Optimized Predictive Analytics and Classification

Sai Siddharth Murakonda

ICSCSA-325

Assessment of Self-Harm Risk and Suicidal Ideation Among NEET Aspirants: A Cross-Sectional Study

Yankita Sharma, J. Jeayareka

ICSCSA-336

SmartShield-AI: Ensemble Learning for Climate-Adaptive Crop Risk Insurance

Aparanjini Priyadarsini, Akunuri Pravalika, Are Neha, Asra Farhath

ICSCSA-225

Catastrophic Forgetting Prevention in Federated Learning Using EWC for Edge Intelligence

Harshith Kumar Mannepalli, Madhu Sangeetha Koleti, Bhupesh Kumar Dewangan, Sanjiv Kumar, Farhad Alam, Kapil Joshi

ICSCSA-308

AgriCogNet: Explainable Ensemble Learning for Cognitive Fatigue Detection in Indian Agricultural Workers

Harshith Kumar Mannepalli, Madhu Sangeetha Koleti, Bhupesh Kumar Dewangan, Himani Nautiyal, Manisha Khanduja, Kapil Joshi

ICSCSA-351

Adaptive Federated Intelligence Framework for Explainable and Quantum-Resistant Healthcare Systems Using Blockchain Technology

A. Asrin Mahmootha, S. M. H. Sithi Shameem Fathima

ICSCSA-311

An Explainable Clinical Decision Support System for Breast Cancer Diagnosis Using Ultrasound Imaging and Clinical Feature Analysis

Santhosha N, K R Shylaja, Rashmi M V

Session – 8

Parallel Session – 1
Date : Day 3 – 21 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-200

Intelligent Spam Call Detection Using Natural Language Processing and DistilBERT

S.Saranya, S.Sangeetha Mariammal, G.Karthikeyan, Revathi Manoharan

ICSCSA-207

Adaptive GraphSAGE–DQN Routing for Energy- Efficient Wireless Sensor Networks

P.Devisri, Rekha G Padaki, Velmurugan V, Biju Theruvil Sayed, Swetha Reddy A, R. Sivaraman

ICSCSA-173

Fusing Senses: HyperFused Audio-Visual Architectures for Human Emotion Decoding

S. Ponmaniraj, Balajee Maram, RUDRA KALYAN NAYAK 3

ICSCSA-198

Application of Differential equations in Predicting Mechanical Fatigue Failure

Pruthviraj Devidas Patil, Yogita Raghunath Waghmare, Arun Kumar Battu, Vithoba T. Tale, Rupesh S Sundge, Vinayak W Bembrekar

ICSCSA-069

DFL-TD3: Reinforcement Learning-Based Adaptive Peer Selection for Communication-Efficient Decentralized Federated Learning on IoT Time-Series Data

Priyamvada K, Greeshma Sarath

ICSCSA-036

NEERRAKSHA: A GEO-VALIDATED CIVIC INTELLIGENCE SYSTEM FOR WATER RESOURCE PROTECTION

Janani alias Pandeeswari G, Senthil Kumari P, Dhivya R, Divya S

Session – 8

Parallel Session – 2
Date : Day 3 – 21 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-197

Explainable Edge AI for Personalized Industrial Heat Stress Prediction and Intervention

Vasanth V.K, Manogar.K, K. Venkateshwaran, Vignesh P, Tamil Selvan V S, Karthik Velayuthan

ICSCSA-182

A Computational FrFT Framework of Fractional Differential Equations for Machine Learning Related Numerical Solutions

Aisha Rafi, Ritam Dutta, Debmitra Das, Krati Sharma, Neetu Sharma, Suraj Singh

ICSCSA-185

Energy-Aware Clustering and Routing for Wireless Sensor Networks Using Enhanced Osprey Optimization and Multi-Agent Reinforcement Learning

Veeramani. R, M Gowtham Sethupathi, S.Jeyapriyanga, R.Punitha, C.Lekha, N Selvanathan

ICSCSA-227

Smart Wildlife Tracking System Using Footprint Analysis Enabled by TinyML

Dasari Naga Vinod, D. Menaka, Vijay Kumar Gowda B N, V. Sabapathi

ICSCSA-214

Generative AI-Driven 3D Indoor Scene Understanding and Navigation for Autonomous Home Cleaning Robots: A Comprehensive Review

Matta Swathi, M Thenmozhi

ICSCSA-201

A Robust Deep Convolutional Neural Network for Effective Calcium Removal from Cardiac Computed Tomography Images

Sathish K, Arun sahayadhas

Session – 8

Parallel Session – 3
Date : Day 3 – 21 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-293

TerraSense-AI: An Intelligent Road Surface Irregularity Detection Framework Using Multi-Sensor Fusion and AI-Based Classification

B.Venkata Charan Kumar, S.Ayesha Anjum, R.Kavitha, R.Swathi, S.Falak Naaz, M.Gouse Basha

ICSCSA-300

AI-POWERED CONTRACT ANALYSIS SYSTEM USING OCR, NLP, AND LARGE LANAGUAGE MODELS

Ouku Bhulakshmi, B.Harika, Farooq Sunar Mahammad, G.Swapna, E.Anuja, C.Lakshmi Keerthana

ICSCSA-285

Pathfinder AI: An Explainable Multi-Modal Machine Learning Framework for Data- Driven Career Guidance of Engineering Students

D.Nirosha, N.Ramadevi, S.Sadia Fatima, S.Muskaan Farheen, P.Leela Manasa, P.Naga Dharani

ICSCSA-215

A SAM-Guided ROI Quality Assessment Framework for Robust Breast Ultrasound Lesion Segmentation

Trishita Acharjee, R. China Appala Naidu, Sangeetha.V

ICSCSA-195

A Secure and Lightweight ECC-Based Authentication Framework for IoT environment

Aruna Thota, Ch.Jayanth Babu, Gopal Singh Rawat

ICSCSA-219

An Integrated XGBoost and Large Language Model Framework for Disaster Prediction and Alert Generation

P. Solmon, P. Meenakshi, R. Vishnuvardhan, V.G. Purushotham Reddy

Session – 8

Parallel Session – 4
Date : Day 3 – 21 August 2026
Time : 02:00 PM – 04:00 PM
ICSCSA-357

An Optimized Multilayer Perceptron Framework for PMOS Risk Stratification, Phenotyping, and Future Health Risk Profiling

Mithun P, Chandrika M, Aparaajita Suresh

ICSCSA-362

Generative AI-Assisted Farm Planning and Agricultural Resource Optimization

Raghi K R, Baba Fakruddin Ali B H, S.B. Sawant, Srinidhi H R, Samyadip Chakraborty, Shilpa P

ICSCSA-323

Stock Market Forecasting: An Overview of Multi- Factor Approach Combining Technical Indicators, Support-Resistance Levels, and Chart Patterns

Milin Patel, Sweta S Panchal, Neha Soni, Sandipkumar R Panchal

ICSCSA-248

Cloud-Integrated Federated Machine Learning Framework for Prediction of Comorbidities in Type 2 Diabetes Mellitus

Ambreen Anees, Faiyaz Ahamad

ICSCSA-249

Deep Learning for Multi Modal Multimedia Tampering Detection in Distributed Cloud Environments: A Systematic Literature Review

Anas Habib Zuberi, Shish Ahmad

ICSCSA-369

MelodyForge: A Context-Adaptive Hierarchical Neural Framework for Automatic Symbolic Music Generation through Multi-Level Musical Representation Learning

N Ramesh Babu, Gangireddy Chennakesava Reddy, Sravani B, Padavala Suneetha, G. Harinadha Reddy, N Sireesha

Session – 9

Parallel Session – 1
Date : Day 3 – 21 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-171

Intelligent Load Shedding and Priority-Based Demand Control in Renewable-Rich Distribution Systems: A Review

Chodagam Srinivas, Vijaya Margaret

ICSCSA-050

Hierarchical Federated Learning Under Adversarial and Non-IID Conditions: An Empirical Study

Devi P, Anuja Kunjumon, Sreelekshmi V

ICSCSA-159

A Hybrid Medical Feature Engineering and Adaptive Feature Selection Framework for Liver Disease Prediction Using XGBoost

N. R. Deepa, Narmada C, Shaju K, Sreenath P, GokilaPriya. S, R. Renuga Devi

ICSCSA-180

Smart Indoor Air Quality Monitoring and Selective Air Purification Using IoT

Saravanankumar V, Amil Hadhi Hamaludhin, Dhanushkumar N, Lakshmiragavi B, Sakthi K, Balraj B

Session – 9

Parallel Session – 2
Date : Day 3 – 21 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-240

Multi-objective based Conditional Battle Game-inspired Optimizer for resource allocation in cloud fog IOT System

Swathi Annam, S.Vijay Bhanu

ICSCSA-111

A Data Preprocessing Framework for Neem Leaf Disease Detection using Near-Field and Far-Field Image Datasets

Aishwarya S, Loganayagi S

ICSCSA-110

A Data Preprocessing Framework for Female Infertility Prediction using Multi-Source Healthcare Datasets

Bhuvaneswari R, Loganayagi S

ICSCSA-192

A Blockchain-Integrated Privacy-Preserving CP-ABE Framework for Secure Multimodal Data Access Control in Dynamic Cloud-IoT Environments

Bushra Muneeb, Gurbakash Phonsa, B. Arun Kumar

Session – 9

Parallel Session – 3
Date : Day 3 – 21 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-301

Security and Privacy Challenges in Web 3.0: A Survey of Threats, Authentication Mechanisms, and Open Problems

Adarsh S V Nair, Rathnakar Achary

ICSCSA-241

EARLY DETECTION OF EBOLA VIRUS DISEASE USING A HYBRID TABPFN–KAN–MAMBA MODEL

Karthick N, Gayathri M

ICSCSA-296

IMFOHDL-ID: A Hybrid Meta-Heuristic and Deep Learning Framework for Robust Intrusion Detection in IoT Networks

V.Ravindra Krishna Chandar, M. Thangamani, V.Sabapathi, S. Umamaheswararao, R.Ragunathan, D Sasikala

ICSCSA-247

HFCO-EFL for Secure IoT-Enabled Vehicle-to- Vehicle Communication

Subhatra Ravikumar, Muthu Kumar B

Session – 9

Parallel Session – 4
Date : Day 3 – 21 August 2026
Time : 04:00 PM – 05:30 PM
ICSCSA-371

FedXCrop: Explainable Deep Learning Framework for Multi-Crop Disease Detection

N.Venkatesh Naik, K. Jayalakshmi, B. Ankitha, B. Naga Mallika, C. Sri Latha, K. Sreelatha

ICSCSA-366

A Hybrid QNN-LSTM Framework for Adaptive Stock Trend Prediction under Volatile Market Conditions

Venkateshwarlu Mallikanti, V Shobha Rani

ICSCSA-365

AIPS: An Adaptive Interview Planning Strategy for Personalized AI- Based Mock Interviews Using Agentic Retrieval-Augmented Generation

S. Sadia Fatima, B. Bhaskar Reddy, N. Ramadevi, Napa Venkat, Shaik Imran, Shaik Mohammad Sameer

ICSCSA-354

Predictive Feature Hierarchy: Identifying Critical Network Metrics for Early Congestion Detection using Random Forest

Nirmala Devi K, Ganishkar S B, Mohanan R K