6th International Conference on Soft Computing for Security Applications ICSCSA-2026
19-21, August 2026
Presentation Schedule
Presentation Duration : 20 Mins/ paper
Presentation Format : PPT (PowerPoint)
DAY 01
19 August 2026DAY 02
20 August 2026DAY 03
21 August 2026Session – 1
A Deep Learning Framework for Voice-Based Translation of Ancient Stone Inscriptions
G. Krishnapriya, E. Raghuvaran
Improving Thyroid Cancer Diagnosis and Risk Stratification with VGGNet-Driven Deep Learning from Multimodal Imaging
Anbalagan S
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
Privacy-Preserving Mental Health Disorder Detection Using Federated Learning and Smartphone Behavioral Sensing
Naveen Kumar Pedada, Bandi Rambabu, R Ravinder Reddy
Low-Latency Stateless Snn Architecture With Localized Temporal Memory For Real-Time Edge Computing
Narmatha V, Rajan.C
Towards Autonomous Cyber Defence: Integrating Artificial Intelligence for Intelligent Threat Response
Naga Naveena Chennupati
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
Release-Gating Architectures for Long-Form Policy Assembly Using Cross-System Reconciliation and Automated Exception Workflows
Bhargavi Vepuri, Damodara Pavan Kumar Lanka
A Two Factor Dynamic Password Scheme for Password Manager without Storing Passwords
S. Rajarajan, V.Vikash, K. Pival Harshita
High-Fidelity Speech Reconstruction Architectures Utilizing Spectral Attention and Temporal Memory Units to Enhance Robust Signal Quality
Anjali Goswami, Anjali Krushna Kadao
High-Velocity Big Data Reasoning Models Powering Real-Time Autonomous Decision-Making in Dynamic Computational Environment
Sanjay Kumar, Sapna Bawankar
VisionPay AI : Smart Retail Assistant for Visually Impaired using YOLOv8, CNN-Based Currency Recognition, and Voice Interaction
Chintana Manas, Sriram S, L. Kavisankar
Nanotechnology-Driven Intelligent Systems for Early Detection of Alzheimer’s Disease
Debmitra Das, Ritam Dutta, Anushka Bhardwaj, Shilpa Singh, Shruti Thapar, Shruti Gupta
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 – 2
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
Identity-Backed Biometric Authentication: A Zero- Trust Framework for Defeating Synthetic Identity Attacks in Regulated Financial Institutions
Prudhvi Ananthula, Deepak Saxena, Sneha Malshetti
A Predictive Autoscaling Framework for Cloud Deployment Infrastructure Optimization
Raghav RS, Vignesh.R, Arunprasad P, Dheena Dhayalan P R, Karthikeyan M P, Srinivasan B
A Hybrid Frequency-Spatial and Deep Ensemble Framework for Deepfake Image Detection
Raghav RS, Sai Gaanesh Yaga, Dheena Dhayalan P R
Metaheuristic Optimization of Convolutional Neural Networks for Skin Lesion Classification
Payal Rani, Alok Misra, Raj Gaurang Tiwari
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
A Quantum Deep Reinforcement Learning Framework for Personalized Clinical Decision Support in Adaptive Radiotherapy
J Hema, Lakshmikanth Paleti, Charvitha Bh, Sk. Sohail Ayaz
Adaptive Smart Routing and Vehicle Monitoring System of Shortest Eco- Efficient and Cost Optimised Mobility Control
S Gokul, R Lokeshwaran, L. Kavisankar
DeepFakeGuard-Image: Lightweight & Explainable Cross-Generator AI-Generated Image Detection
Mais Alashqar, Bayan Alfarrayeh, Farah Abu Al-Soud, Marya Sabeha, Qasem Abu Al-Haija
Adaptive Model-Aware Automated Feature Engineering Framework for Machine Learning Systems
A. Aldo Tenis, Amritha Sharase V, Harihara Sudhan A, Sandhiya S
Transfer Learning-Based Multi-Dimensional PE Assessment Framework
Gaddipati Mukesh Vardhan, M. Ramchander
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 – 3
Cross-Layer Intrusion Detection in IoT via Honeypot and Hardware Telemetry Fusion
Patel Chhayank Kaushikbhai, Preet Parekh, V. Hemamalini
A Comprehensive Survey on Integrating Artificial Intelligence and Blockchain Across Emerging Application Domains
Somshekhar D, Kumaraswamy S, Sridhar R
RheumaFusion: A Hybrid Explainable Artificial Intelligence Framework for Early Rheumatic and Autoimmune Disease Prediction
T.Dhivya, K.Anita Davamani
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
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
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
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
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 – 4
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
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
TMF-StrokeNet: A Multi-Task Multimodal Fusion Network for Joint Stroke Detection, Lesion Segmentation, and Severity Estimation
M.C. Revathi, T.Saju Raj
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
Load Suitability Index-Based Optimal Placement of Electric Vehicle Charging Stations in a 16-Bus Radial Distribution System
Ramanjaneya Reddy Gopireddy, Baburao Pasupulati
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
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
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
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
Sensitivity-First Deep Learning Framework for Early Cardiovascular Disease Risk Screening
S Sanjay, V Sanjay, M Revathi, A Jenifer
LLM-Based Automated Test Case Generation Framework for Software Quality Assurance
A.Sree Lakshmi, G Naga Sarayu, Mallareddy Adudhodla, Pavan Kumar Reddy Manellore
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
ChargeLink-X: AI-Orchestrated Bidirectional Conductive V2V Energy Exchange EV for Affordable and Clean Energy Applications
Rajesh Kumar Mohapatra, S. Gomathi
VoltWeave: AI-Optimized Integrated MPPT–Bidirectional DC-DC Conversion
KAMALKUMAR T, S.Gomathi
A Resilient Deep Learning Architecture for Sustainable Cognitive Health Decline Prediction from Longitudinal Neuroimaging Data
Vinodhini S, V.R.Vimal
An Inclusive Explainable AI Framework for Early Neurodegenerative Health Risk Assessment using Multimodal Brain Imaging
Vinodhini S, V.R.Vimal
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
A Lightweight Attention-Based Deep Learning Framework for Brain Tumor Classification Using MRI Images
Pragya Tiwari, Pundru Chandra Shaker Reddy, Ved Prakash Mishra
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
Agentic AI Architectures for Autonomous Decision-Making in Dynamic Environments
Sanjay Tiwari, Isha Sharma, Ankita, Rupinder kaur, Vinod Bagga, Nongmeikapam Thoiba Singh
AIDefender: An AI-Powered Proactive Auditing and Threat Mitigation Framework for Decentralized Storage Networks
C Thiyagarajan, J.Anitha Ganaselvi, K.Venkatraman
Leveraging Contextual Embeddings: A BERT- based Approach to Mitigating Semantic Ambiguity in Digital News
Sandhiya S, Sabidhaa A, M Revathi, A Jenifer
Development of Machine Learning Models for Smart Marine Traffic Management
Debmitra Das, Ritam Dutta, Shilpa Singh, Swati Agrawal, Shruti Thapar, Shruti Gupta
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 – 5
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
Jammer Detection and Classification Using Machine Learning in GNSS Bands
M.Meena, Berlin Sam C, Parsuraman S, S.P.Vijayaragavan
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
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
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
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
Sentiment Analysis Model for Online Forums to Classify Code-Mixed Text
Punitha K, Raja Shree S
LiverXFusion: An Explainable Attention-Guided Deep Framework for Liver Disorder Classification through Biomarker–Clinical Feature Integration
SN Prasad Kadali, Cuddapah Anitha
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
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
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
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 – 6
Machine Learning Driven Analysis of E Banking Adoption in Public and Private Sector Banks
Pattem Kavya, Srinivas.D
Smart Solutions for Banking IT Integration Challenges Using Artificial Intelligence and Predictive Analytics
Pattem Kavya, Srinivas.D
A Fusion of Tech and Tradition in Mehendi Art
Kayalvishi, Janani, Srinithi, Vaishnavi
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
Survey on Intrusion Detection Systems: Techniques and Datasets
Jasima R I, K Uma Maheswari, Jannath Nisha O S
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
Privacy-Enhancing Distributed Ledger Design for Resilient Internet of Things Networks
SUDHAMANI.S, Moorthy Agoramoorthy
A Privacy-Aware Blockchain Ecosystem for Scalable and Reliable Fraud Prevention
Kanchana D, Moorthy Agoramoorthy
Session – 7
Eye Blink Communication System for Paralyzed Patients
Ciyamala Kushbu S, Deepa H, Manasa CH, Akula Satish Kumar, P.Kiran Kumar, Gopari Gouthami P
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
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
THRAN: Temporal Hierarchical Residual Attention Network — An Intelligent Multi-Domain Feature Fusion Framework for Transformer Health Condition Monitoring and Prediction
S. Gomathi
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
Retrieval-Augmented Reasoning for Knowledge- Intensive AI Systems Using Dynamic Evidence Acquisition
Ramesh Venkatachalapathy
Multi-Source Temporal Reasoning for Automated Root Cause Analysis in Continuous Integration and Deployment Systems Using Large Language Models
Ramesh Venkatachalapathy
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
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
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
Structural: An Intelligent Visual Document Data Extraction and Reconstruction
S. Divya, P. Senthil Kumari, R.Dhivya, G.Janani alias Pandeeswari
AI-Based Federated Learning Framework for Confidential Healthcare Management
Dithya Aryavalli, Reena Panwar
Session – 7
SMART PREDICTION OF HAZARDOUS AIR POLLUTANTS USING VARIATIONAL AUTOENCODER BASED SMART FRAMEWORK
Umamaheswari.R, Vimala.P, Uma.S, R.Ganesan, S.Saravana Mahesan
Session – 8
Intelligent Spam Call Detection Using Natural Language Processing and DistilBERT
S.Saranya, S.Sangeetha Mariammal, G.Karthikeyan, Revathi Manoharan
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
Fusing Senses: HyperFused Audio-Visual Architectures for Human Emotion Decoding
S. Ponmaniraj, Balajee Maram, RUDRA KALYAN NAYAK 3
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
DFL-TD3: Reinforcement Learning-Based Adaptive Peer Selection for Communication-Efficient Decentralized Federated Learning on IoT Time-Series Data
Priyamvada K, Greeshma Sarath
NEERRAKSHA: A GEO-VALIDATED CIVIC INTELLIGENCE SYSTEM FOR WATER RESOURCE PROTECTION
Janani alias Pandeeswari G, Senthil Kumari P, Dhivya R, Divya S
Session – 9
Intelligent Load Shedding and Priority-Based Demand Control in Renewable-Rich Distribution Systems: A Review
Chodagam Srinivas, Vijaya Margaret
Hierarchical Federated Learning Under Adversarial and Non-IID Conditions: An Empirical Study
Devi P, Anuja Kunjumon, Sreelekshmi V
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
Smart Indoor Air Quality Monitoring and Selective Air Purification Using IoT
Saravanankumar V, Amil Hadhi Hamaludhin, Dhanushkumar N, Lakshmiragavi B, Sakthi K, Balraj B