Session Chair: Aniket K. Shahade, Symbiosis Institute
of Technology, Pune Campus, Symbiosis International (Deemed University),
Pune
Session Chair: Madhu Arora, Symbiosis Institute of
Computer Studies and Research, Symbiosis International (Deemed
University), Pune, India
Session Chair: S.S.Nirmal, Sanjivani college of
engineering
1147
AHLMPD: Adaptive Hybrid Learning for Real-Time Phishing
Detection
Sudheer P
1166
A Hybrid Deep Contextual Learning Network for Context-Aware
Cyberbullying Detection in Romanized Tamil Social Media
Murali Mj
1241
Deep Neural Networks for Continuous Vital Sign Classification
and Risk Assessment
D.Pradhabhan, L. Haldurai, Subaharany.R.S, Pooja.S, Varshaa. P,
Hemanth. B.K
1244
Deep Learning Models for Automated Waste Classification and
Sorting
J.Jayashree, Jayanthi.G, Varunika.V.S, Subaitha.S, ,
Balamurugan. A,Vishnu.S
1432
Spatio-Temporal Multi-Modal Attention Graph Transformer for
Dual-Stage Cardiac MRI Disease Diagnosis and
Micro-Classification
Vegi. Sivani, Sibo Prasad Patro, P. Pandarinath
2455
TRUSTCHAIN:AHybrid Framework for Supply Chain Fraud Detection
Using Machine Learning and Blockchain
Pothula Nikhitha, Mokkapati Sravan kumar, PSBB Sai Niharika,
Racha Shiba Gracy, G Bhanu Prasad
Session Chair: Tejinder Kaur, M.M. Institute of
Computer Technology & Business Management Maharishi Markandeshwar
(Deemed to be University) Mullana Ambala-Haryana
Session Chair: Sonal Sharma, JAIN (Deemed-to-be
University)
Session Chair: Mrinalini Rana, Lovely Professional
University, Kapurthala, Punjab
924
Dynamic Resource Optimization in Green Blockchain Networks
Using Deep Reinforcement Learning-Driven Particle Swarm
Optimization (DRL-MOPSO)
Vetrivendan Lakshmanan, M. Arvindhan, P. Selvaraj, S. Dayana
Priyadharshini, Leela Krishna Golla
2046
Temperature-Adaptive Extended Kalman Filter for Accurate
State-of-Charge Estimation of Lithium-Ion Battery Packs Under
Dynamic Operating Conditions
Nalifabegam.J, K.Indirajith, C.Sudhakar
2164
A Sustainable Federated Deep Reinforcement Learning
Architecture for Precision Irrigation Control in Smart
Agriculture
B Muthukumar, Kanimozhiraman, A. Jegatheesan, M. Gokilavani,
Ramya M, Jose Anand A
2436
A Hybrid ICA–VMD–DWT Framework with Multi-Domain Adaptive
Thresholding for Photovoltaic Fault Detection
Gowri Sankar S, Chandana R, Sreelekha K R
3006
IoT-Based ANN–Fuzzy Hybrid Framework for Adaptive Smart
Irrigation and Accurate Soil Moisture Forecasting
Anwer Basha H, Saranya D, Deepak Asrani, Manikandan V, Irfana
I, Lal Arjun R
Session Chair: Deepika Gupta, IIT Guwahati
Session Chair: Shweta Meena, Department of Software
Engineering, Delhi Technological University
1526
Forecasting Nifty50 Stock Price Prediction Framework using
ARIMA and LSTM Model
Shiju Thomas, Sunu Mary Abraham, Amal Narayanan
1706
Reasoning Under Attack: Runtime Detection of Adversarial
Cognitive Drift in Autonomous LLM Agents
G Hemanth Kumar, Dilip Kumar Jang Bahadur Saini, Deepthi Murthy
T S, Nayana D K,Nikhil Mangrulkar, Deepak Suresh Asudani
1707
ADR-NET: A Domain-Specific Hybrid Transformer–BiLSTM Model with
Attention-Based Explainability for Adverse Drug Reaction
Detection from Clinical Discharge Summaries
Ramnarayanan M, B Vignesh, S Yuvan Nanish, Suja Golden Shiny
S
1773
A Hybrid Transformer–GRU Network for Aircraft Engine Remaining
Useful Life Prediction on the C-MAPSS Dataset
Bhoomika, Rohitaksha K, Tejaswi K, C M Amrutha, Kavya N
1839
X-Fuse 6: A Softmax Attention-Guided Dual-Backbone Network for
Multi-Class Pulmonary Disease Diagnosis
Shoriful Islam, Tanvir Hossain, F M Javed Mehedi Shamrat,
Rashiduzzaman Shakil, Bonna Akter, Hena Parween
Session Chair: PK Verma, Rajkiya Engineering College
Sonbhadra, Uttar Pradesh
Session Chair: Nupur Giri, Vivekanand Education
Society Institute of Technology, Mumbai
452
AI-Driven Safety and Navigation System with Multi-Sensor
Integration for Firefighter Rescue Operations
Athivelly Vrishank, Darla Nehal, Gundagoni Deepika, M. Naresh
Kumar
1101
Transistor-Level Implementation of a WAMPVR-Based
Switched-Capacitor PUF for IoT Security
Rallabhandi Sai Gangadhar Sathvik, Burra Subbarao ,Saswat Kumar
Ram
1419
AIoT-CardioNet: An Advanced DL Framework for Intelligent CDP
Using Evolutionary Feature Optimization
Vibha Kulkarni, D. Nagajyothi, P. Swapna, Poovizhi P, S. P.
Santhoshkumar, Gajalakshmi S
1475
Latency-Aware Cooperative Perception for Occluded Object
Detection in 5G MEC-Assisted V2V Networks
Carelin Sibin, Shuvabrata Bandopadhaya
1695
3D-Stacked AI Hardware: Overcoming Data Bottlenecks in Deep
Learning Accelerators
Poorvik .M, Mithun D Souza, Nimmati Satheesh, D. Jyothi
Preshiya, Remya R.K, R S Sabeenian
2062
SwasthyaNirikshak-Edge: Privacy-Preserving Symptom-Based AI for
Early Community Health Risk Detection in Rural India
Muhmmad Shaban, Vijay Kumar, Narendra Kumar Chahar, Akshay
Juneja
Session Chair: Priyanka Pranav Patel, CHARUSAT, Anand
Session Chair: Shilpa Devram Pawar, Army Institute of
Technology (AIT), Pune
Session Chair: Anita Choudhary, Rajasthan Agricultural
Research Institute, Durgapura, Jaipur
3455
Hybrid Sparse Global Attention Mechanism for Low Latency
Medical Dialogue Processing in Edge Computing
Environments
Mohnish Badiani , Shreyas Lapalikar , Manoj Sankhe , Hima
Deepthi Vankayalapati
3562
A Multi-Factor Machine Learning Framework for Emergency Blood
Donor Suitability Prediction and Intelligent Ranking
S Satish, M Satish Kumar, G Sandhya, M Parthiban, J
Thimmiaraja, S Sahebzathi
3583
Attention-Guided Dual-Channel CNN–Transformer with Zebra
Optimization for Robust Brain Tumor Classification from
MRI
Deepika S, Manjula H Nebagiri, Vijayalaxmi Mekali, Gowtham
Priya L, Rakshitha Hs, Suresha S
3710
A Recency-Weighted Temporal Decay Framework for Real-Time API
Threat Detection
Pranav Vela S, Ramakrishnan K, C Illakiyavarshini
3774
A Reference Architecture and Evaluation Protocol for Hybrid
LLM–Reinforcement-Learning Test Generation in Microservices and
Distributed Systems
Kiran Paul Kanikaram
3782
Robust Crop Classification Under Progressive Optical Data Loss:
An Availability-Aware SAR-Optical Fusion Framework
Vanshika Pandey, Dnyanesh Bharambe, Divyanka Dhamale, Adwait
Dhadave, Santosh Waghmode, Prasad Bhata Chaudhari
Session Chair: Punam Rattan, Manav Rachna University,
Faridabad, Haryana
Session Chair: Priteshkumar Prajapati, Charotar University of Science and Technology (CHARUSAT), Changa, Gujarat
1189
Leveraging Artificial Intelligence to Mitigate Relationship
Conflicts: A Smart Couple Support System
Aninda Nath , Antima Pathick Prachy , Debajit Paul , Shruti
1230
Privacy-Preserving Clinical Prediction for EHR and IoMT using
Zero-Trust Security and Blockchain-Based Federated
Learning
Seema Gulati, Amrita Tiwari, M. Arvindhan, S. Dayana
Priyadharshini, Leela Krishna Golla
1242
A Smart Industrial Marketplace Leveraging AI for Innovation and
Resource Optimization
M.Manickam, K.Rani, Swathi.S, Yashika.M, Rahil. A, Subash.
J
1397
DynaGraph-Sandbox: An AI-Driven Dynamic Dependency Graph
Framework for Stateless Real-Time API Sandbox Generation in
Enterprise Microservices
Swapneswar Sundar Ray
1493
An AI-Enabled Cloud-Agnostic IoT Fleet Management Architecture
for Predictive Maintenance, Real-Time Monitoring, and
Multi-Cloud Interoperability
Saurabh Agarwal, Devendra Singh
Session Chair: Kaushalya Thopate, Department of
Computer Engineering, Vishwakarma Institute of Technology, Pune
Session Chair: Rakhi Garg, Banaras Hindu University
1978
An Explainable Deep Feature Extraction and Stacked Ensemble
Framework for Multi-Class Brain Tumor Classification from MRI
Images
Diptadip Maiti, Madhuchhanda Basak, Debam Sinha, Arijit Kumar
Dey, Purba Chatterjee, Sayantan Mal, Souvik Naskar, Subhadip
Das
2166
An Adaptive and Sustainable Privacy-Preserving Federated
Intrusion Detection System Using RDP-Based DP-SGD
S. P. Maniraj, S. Vidhya, M. Gokilavani, G. Porkodi, Jose Anand
A., Anitha Govindaram
2205
CASF-Net: An Attention-Guided ConvNeXt–Swin Framework for
Automated Skin Lesion Recognition and Diagnosis
Naresh Purohit
3408
A Bidirectional LSTM Framework for Heart Disease Prediction:
Exposing and Correcting Data Leakage in a Widely Used Kaggle
Benchmark
Manjunath Ramanna Lamani, A Swetha Cordelia, Padmaja K, Asha V,
Somesha M, Lavanya Hegde
3812
An Intelligent Text Analytics Framework for Emotion Detection
Using TF-IDF-Driven Feature Engineering with Hybrid LR-DT
Learning
Amit Thakur, Suhail Malik, Sachin Harne, Jitender, Pooja
Jaiswal, Rovin Tiwari
Session Chair: Shilpa Lambor, Vishwakarma Institute of
Technology, Pune
Session Chair: Priyanka Bharti, REVA University
3112
Interpretable Ensemble Learning for Intelligent Smart Grid
Fault Detection and Classification
Amit Mittal, Vishnu Lakkamraju, Mirzohid Ernazarov, Nishant
Gupta, Anorgul Ashirova, Davlatova Sayyora Toshpulatovna
3116
Self-Learning Charging Networks Using Reinforcement Learning
Agents for Adaptive and Efficient Power Distribution
Tiwari Prof
3169
A Hybrid Bagging–LSTM-Based Ensemble Approach for
State-of-Health Estimation in Lithium-Ion Batteries
Pranav Abhinay Gupta, Y. P. Deepthi, Kakarla Deepti
3242
LSTM-Driven Adaptive MOEA/D for Multi-Criterion Optimization
Problems
Minal Dusane, Hriday Sonavane, Mohit Mankar, Variza
Negi
3446
Device Engineering of BaSnS3/EAGeI3 Based Translational Device
Heterostructure Solar Cells (TD-HSC) for High-Efficiency
Photovoltaics
S V Kiranmayi Sridhara, Pratikhya Raut
Session Chair: Thangavel Murugan, College of
Information Technology, United Arab Emirates University, Al Ain, United
Arab Emirates
Session Chair: Prachi Rohit Rajarapollu, MIT Academy of Engineering Alandi Pune
2262
Attention-Enhanced ResNet50 with Squeeze-and-Excitation for
Robust Grape Leaf Disease Identification
Ashwini Shahapurkar, Kanchan Wankhade, Chandrashekhar
Kamargaonkar, Avinash Utikar, Mayuresh Gulame, Aarti
Pimpalkar
2379
Multimodal Vision Transformer with Explainable AI for Early
Detection of Alzheimer’s disease Using MRI and Cognitive
Biomarkers
Samson Ebenezar U
2575
An Explainable and Stability-Aware Multi-Agent Reinforcement
Learning Framework for Dynamic Pricing in Platform-Based
Markets
Mohit Das, Shillpi Mishrra, Sauvik Bal, Shobham Guha, Arghya
Ghosh, Dibya Kanti Das
2896
Adversarial Attack Detection for Real Time Using CNN and
Autoencoder for Protected Image Classification
Minal Patil, Mandeep Kaur, Abhishek Madankar, Milind Narlawar,
Monali Gulhane, Bharti Masram
Session Chair: Praveen P N, Sreepathy Institute of
Management and Technology, APJ Kerala Technological Univeristy
Session Chair:
2133
Processing-in-Memory using Quantum-dot Cellular Automata
Architectures: Optimization, Fabrication Limitations, and
Design
P. Thambi Raj, A. Kaleel Rahuman, K.Vinothkumar
3002
Hybrid AI-Based Sensor Network Framework for Real-Time Natural
Disaster Early Warning Systems
Naga Madhusudana Rao Chadaram, Ramchand Vedaiyan, Nisha M
Shrirao, Klothungasuryapandi R, Sandheep CS, Suganya S
3245
A Robust and Effective Scheme for Automatic Modulation
Classification using a Compressed MobileNetV3 Transformer
Model
Marwah M. Hassooni, Aws M. Abdullah, Ahmed Haitham Najim, Anas
Fouad Ahmed
3364
Power–Delay Optimized CNTFET-Based Radix-2 to Radix-4 Converter
for Energy-Efficient Mixed-Radix Multi-Valued Logic
Systems
T.Kishore, M.Kiran Mayee, T.Deepa, K.Seshadri Ramana, R.Deepthi
Crestose Rebekah, A. Sreepradha
Session Chair: Raju Pal, Gautam Buddha University, Greater Noida
Session Chair: Probhat Pachung, University of Delhi, India
Session Chair: Namrata Nagpal, Amity University
Lucknow Campus
Session Chair: Kamana Parvej Mishu, Independent
Researcher
Session Chair: Shrey Shah, Consultadd Inc., United
States
3045
An Explainable AI-Driven Decision Support System for Medicine
Shortage Prediction and Intelligent Pharmaceutical Supply Chain
Management
Rajesh A, Kiruthika S, Raghapriya N, Maheshwaran D
3145
Comparative Analysis of Machine Learning Models for EEG-Based
Emotion Classification
Krishnaveni Chettu, A Maha Lakshmi, K Vasubabu
3227
Artificial Intelligence Architectures for Predictive Cyber
Threat Intelligence
Deepesh, V. Vivek
3247
Multi-Stage AI Framework for Cardiac Risk Stratification and
Multi-Class ECG Categorization
Somu Likitha, G. Kalyani
3387
XFusionXAI-Net: An Explainable Multi-Scale Adaptive Feature
Fusion Framework for Automated Skin Cancer
Classification
Nivetha P, Konda Ramachandra Reddy, Roshini B
Session Chair: Monica Dutta, Chitkara University,
Punjab
Session Chair: Shalima Bhalla, Amazon, United States
Session Chair: Md Ismail Jobi Ullah, Doctor of
Computer Science (DCS) Student,University of the Potomac, USA
1556
Precision Agriculture Framework for Cherry Powdery Mildew
Recognition Using Image Enhancement and Deep Neural
Networks
Afaan,Suchi, Shuvendu, Dinesh, Amit
1825
A Privacy-Preserving Federated Learning Model for Early
Prediction of Stroke Risk Using Wearable and Electronic Health
Record Data
Anitha D
1976
Explainable Transformer Models for Urine Extracellular Vesicle
Raman Spectra in Duchenne Staging: Performance against SVM, KNN,
and Classical Supervised Pipelines
Saravanan.M.S, Siva Rama Krishna Prasad
1999
Precision Is Not Performance: A Utility-Aware Evaluation of
Quantized LLM Inference
Arpan Korat, Siddhartha Savant, Dhvani Maktuporia, Kuldeep
Kevat
2024
Reinforcement-Learning-Enhanced AI for Progressive English
Language Skill Development in Immersive Virtual Reality
Environments
V.Arunadevi, R.Subhashini, Balaraju Bv, Bansode G.S, S Metilda
Theboral, Sreela B
3816
Secure Cloud-Native Data Processing Using Zero-Trust
Architecture and Explainable Topology-Conscious Physics-Informed
Neural Network
Dhamodhar Kasaram
Session Chair: Md Sajedul Karim Chy, Junior business
analyst Digital creation plan LLC
Session Chair: Tarun Kumar Chatterjee, Presidio, USA
Session Chair: Dikshan Shah, Kaushalya - The Skill University
2987
FedBrainXNet: A Federated Explainable Dual-Task Framework for
Brain Tumor MRI Analysis
Tiruveedula Gopi Krishna, S.Zahoor Ul Huq, N.Sateesh
Kumar,Venkata Sai Srinivasa Rao Muramalla, Santhosh Kumar G, U.
Pavan Kumar
3003
Dual Role SHAP for Curriculum Learning and Explainable
Parkinson’s Disease Screening from Spiral Drawings
Bhavani Krothapalli, Lakshmi Durga Panguluri, Tejas Dhanorkar,
Dharmeesh Kondaveeti, Radhakrishnan Pachyappan,
V.Srinivasan
3076
Comparative Evaluation of 1D CNN and Deep Learning Models for
EEG-Based Seizure Classification
Diguva Sravani, Subhasis Das, Janapati Ravi Chander
3135
Generative AI-Assisted Thyroid Nodule Classification Using
Vision Transformer and Ultrasound Images
C.V.Lakshmi Narayana, J.Krishna, I.Soumya, B.Vivekananda Reddy,
K.Varsha, P. Veera Charan
Session Chair: Nikhat Fatma Mumtaz Husain Shaikh,
Thadomal Shahani Engineering College, Bandra West
Session Chair: Srivardhan Jalan, Staff Software
Engineer at Meta
Session Chair: Intiser Islam, Ph.D. in Computer
Science, School of Engineering, University of Bridgeport
3503
Sensor Data Validation and Performance Screening of
Photovoltaic Systems Using PVDAQ
Kajal Sheth, Dhvanil Patel, Kavya Shekhara, Shyam Kareepadath
Sajeev
3531
Reconfigurable Metasurface-Based Beamforming System for
Intelligent Wireless Connectivity
Sundaresh S, Varrunshanjjay Annadurai, Meenakashi S
3532
NAGL-CD: A Noise-Aware Graph Learning Framework for Robust SAR
Change Detection
Chanchal Ghosh, Dipankar Majumdar, Bikromadittya Mondal, Sumana
Sinha
3539
An Intelligent Decision Support Model for Crop and Fertilizer
Recommendation using Grey Wolf Optimization
Kalaipriya S M, Keerthana Shree S B, Emmanuel Winfred C, Dinesh
N
3676
Multi-Seed Evaluation of Attention Mechanisms in Wavelet-Based
CNNs for Fault Diagnosis in the Tennessee Eastman
Process
Kruttika Hebbar, Kannika Hebbar, Nagaveni Hebbar
3705
Risk-Adaptive Economic MPC for Secure and Carbon-Aware Data Center Cooling
Imam Ud Doula, Samiha Fatima, Adrita Rahman
Session Chair: Indirajith K, Dhanalakshmi Srinivasan
University, Trichy
Session Chair: Devashish Patel, Engineering Manager,
IBM
Session Chair: Israt Jahan, AdSkill Consultancy Inc.,
USA
3791
Agentic AI Reliability Scoring Using Latency, Token/Context
Load, and Response Quality Metrics
Pareshkumar Gandhi, Archana Atreya
2619
Cross-Platform Sentiment Drift: Modeling Socio-Cultural Media
Dynamics and Public Attention Across News, Search, and Social
Media Streams
Venkat Rao Marella , Chandra Sekhar Tatimalla , Baji Shaik ,
Srinivasulu Gogula , Deepthi P , Sireesha Pudota , Jyothi B
2694
A Multi-Modal Graph Attention and CNN–Transformer Framework for
Explainable Ransomware Detection in Healthcare Cyber-Physical
Systems
Sahana MP, Chandrakala B M
2802
A Deep Time–Frequency Imaging Approach for Epileptic Seizure
Recognition
Aashdeep Singh, Amanpreet Kaur, Neha Sharma, Suresh Kumar,
Prince Verma, Vikas Kumar
2817
Multi-Step Data Augmentation for Low-Resource Health Intent
Classification Using Multilingual Transformers
Jemimah K, Rajkumar Kannan
2898
Machine Learning-Based Network Intrusion Detection System for
Securing IoT Networks
S. N. Tirumala Rao, Shaik Madarvali, Sireesha Moturi, Reddy
Saisindhuteja, M. Shamila, M. Vineela Rani, M. Satyam
Reddy
Session Chair: B. Ramkiran, SASTRA Deemed University
Session Chair: Rohith Venkata Sai Kumar Potladurthy ,
Software Engineer
Session Chair: Mahzabin Mahmud, Consultant Sonologiest
LAB 4 General Hospital
3418
Performance-Optimized CNTFET Architectures for Ternary
Full-Addition
T.Kishore, Ediga Sai Charan Goud, Doddi Dhanush Reddy, Gantala
Vinod, Golla Kalyan Kumar, M.Kiran Mayee
3507
Gradient-Boosted Clock-Offset Prediction for MQTT-Bridged IEEE
1588 (PTP) Networks: A Comparison with Adaptive Kalman
Filtering
P. Duraisamy , F. Sagayaraj Francis
3588
A Slot-Loaded Rectangular Microstrip Antenna Operating in the
MBAN Band for Non-Invasive Tumor Detection and Microwave
Imaging
Satheesh Rao
3697
Trust-Aware Federated Hypergraph Learning for
Privacy-Preserving Hardware Trojan Detection and
Localization
J. Savio Vivian Anto, P. Vishnadian, Madhumitha.R
3706
Computational Study of Multi-Beam Laser Interference and MEMS
Patterning for Knee Implant Surface Engineering
Rency Rajan
Session Chair: Anurag Dani, Carnegie Mellon University
Session Chair: Md Mashfiqur Rahman, Systems
Administrator Southeast Texas Classic automotive Inc.
1932
Sentiment Analysis Using Deep Learning Models for Data-Driven
Customer Engagement and Marketing Decision
Maria Boaler, M. Anto Juliet Mary, Sivakami R, Maria Joyce
L
2037
Beyond Detection: A Field Experiment on User Behavioral
Responses to Machine-Learning Based QR Code Phishing
Warnings
Abu Zahid Md Jalal Uddin, Tama Rani Kundu, Touhid
Bhuiyan
2040
Clothing Style Classification Using Deep Learning and Transfer
Learning
T. Sai Saranya, M. Abhinav, Sireesha Moturi, J. Naga Padmaja,
K. A. Sathish Kumar, M. Vineela Rani, S. Siva Nageswara
Rao
2184
Multi-Class DDoS Attack Detection Using Convolutional Neural
Networks on Network Flow Data
Shaik Fayaj Ahmed, Jamallamudi Narendra, Madabushi Sashank,
Songa Asha Varma
2468
Cloud Computing Security:Threat Taxonomy, Research Gaps, and A
Multilayer Deep Autoencoder-Based Intrusion Detection
Framework
Pinki Rani, Sukhdip Singh
Session Chair: S.Vasundhara, G.Narayanamma Institute
of Technology and Science
Session Chair: Praveen Kumar Vagala, Staff Silicon
Design Engineer, AMD | Independent Researcher | Distinguished Fellow,
SCRS | Fellow, IETE | Senior Member, IEEE
Session Chair: Sakera Begum, University of the
Potomac, Doctor of Computer Science (DCS) Student
2089
Constitutional Enterprise Intelligence: A Governance-Aware
Architecture for Autonomous Enterprise Decision Systems
Abhradeep Chatterjee
2162
Outcome-Based Hybrid Learning Framework Integrating EFL
Essentials and Professional Skills Training for Graduate
Employability
M.Sakthivel
2222
A Hybrid UKF-HGO Observer Framework for Real-Time Cyberattack
Detection and Mitigation in a Four-Tank Cyber-Physical
System
Sanjoy Mondal, Madhumita Pal, Nirban Kumar Saha, Ronak Ghosh,
Soumi Kshatriya, Shirsha Majumder
2699
Cloud-Based Hybrid Ensemble–Deep Learning Framework for
Automated Assessment and Academic Analytics in Higher
Education
Dulcie Suri, Subha B, Alkawati Magadum, Manoranjithem V, Amit
Dimari, Manu Vasudevan Unni
2995
IoT-Enabled Hybrid Edge–Cloud Framework for Real-Time
Monitoring and Prediction of Traffic-Induced Air Pollution in
Smart Cities
Poonguzhali A, Geetha S, Selva Sherin T, Sasikumar M,
Sangamithra T, Peerzada Saima Rafiq Masoodi
Session Chair: Aparitosh Gahankari, St. Vincent
Pallotti College of Engineering and Technology, Nagpur (MS)
Session Chair: Manish Uniyal, Independent Researcher
Session Chair: Mir Nafiul Nagib, University of the
Potomac, Washington, D.C., USA, Doctoral Researcher / DBA Student
1977
Evaluating Deep Learning and Gradient Boosted Trees for Uveal
Melanoma Classification for good Health in Ocular
Imaging
Saravanan.M.S, T. Ramyasree
2399
Multi-Model Spam detection framework for SMS and E-mail based
communication integrated with Explainable AI (XAI)
Tanmay Singh, Sonam Juneja, Keshav Goyal, Aditya Yadav, Bratish
Dasgupta, Sahil Nehra
3214
A Hybrid Attention-Guided Framework for Multi-Class Cyberattack
Detection in Cloud-Native Environments
Ashutosh Verma, Asheesh Tiwari, Saurabh Singhal
3226
Dermoscopy-Based Multi-Class Skin Lesion Classification Driven
by Transfer Learning
Anchal Kumari, Anand Kumar Shukla, Punam Rattan,Vikas
Kumar
3287
Image-Based Malware Detection Using FLIAA Feature Extraction
and DEGMRO Feature Optimization
E. Vani, K. Akila
3483
Crop Yield Prediction Using Multi-Season Satellite Imagery and
Deep Learning: A Grey Wolf Optimized Recurrent Neural Network
Framework
Kirubakaran N, S. Sathiamoorthy
Session Chair: Pranav Ravindrannair, MVSR Engineering
College, Hyderabad
Session Chair: Vinayak Vashishtha, Software
Development Manager, Amazon
Session Chair: Ajay Upadhyay, Software Engineering at
Mastercard
3141
Graph-Based Deep Learning Approach for Tracking and Measuring
Suspicious Video Content Propagation Across Deep Web
Networks
Sampa Barman, Hrushikesh Madhukar Panchabudhe, Sagarkumar S.
Badhiye, Kavita R Singh, Vaishnavi Ghatwai, Prashant
Khobragade
3146
A Regulatory-Aware Data Ingestion Architecture for High-Volume
Financial Markets: Design and Prototype Evaluation of a
Jurisdiction-Indexed Rule Layer
Shreyansh Sharma
3181
IntentRoute:A Semantic-Intent Based Context-Aware Smart Campus
Navigation System
Padmaja K, Dimple C R, Prajwal B, Jayanth G, Dhanush H
3302
A Hybrid Post-Quantum Cryptographic Framework for
Privacy-Preserving EHR Management on Permissioned
Blockchain
Meena Arunachalam, Manikandan M S K, Muthukumar
Arunachalam
3440
Adaptive Kalman-Filtered Tip Selection with Dynamic Count-Min
Sketch Resizing for Lightweight Consensus in Heterogeneous
IoT-DAGs
Kshitiz Saxena, Dhowmya Bhatt
3796
Explainable Spatio-Temporal Deep Learning for Proactive Urban
Air Quality Digital Twins: A CNN-LSTM Framework with Real-Time
SHAP Interpretability
Sakthi Vel, Tudor Savio J, Elaveni Palanivel
Session Chair: Rahul Johari, Guru Gobind Singh
Indraprastha University
Session Chair: Basavaraj Patil, RV University,
Bengaluru
2929
Hierarchical Uncertainty Aware Gastric Anatomy Classification
Via ConvNeXt with Mutli-Method Explainable AI
Purnimah S V,Vandhana S ,Deepika T
3013
Graph Neural Network–NLP Hybrid Model for Intelligent
Teacher–Student Collaborative Assessment of English Continuation
Writing in Higher Education
Azad Mohamed J, Jayasree S, Deepak Asrani, Giriprakasam M,
Vinitha P V, Prathiba Lakshmi
3498
A Hybrid Statistical–Deep Feature Pipeline for Electrodermal
Activity (EDA/GSR)-Based Human Emotion Recognition: Design and a
Systems-Validation Pilot
Vengatachalam J, M. Ezhilarasan
3576
Comparative study of methanolic extract from Palmaria palmata
and Porphyra Red seaweeds Using Machine Learning Techniques
Biochemical Analysis and Biological Activity
Balu Vinayagamurthy, Palaniappan Seedevi
3691
A Multi-Dataset Assessment of T5 and LED for Abstractive
Document Summarization
Kallepelli Sagar, K Chaitanya, Nuthi Raju, Thatikonda Ragini,
Sanjay Gandhi Gundabatini, Chintakindi Balaram Murthy
3696
Adaptive Hybrid Inference for Efficiency-Aware Text
Classification
Yogesh Kumar Sharma, Pratik N. Kalamkar, Bakeeru Mery Sowjanya,
Ramakrishna Kumar, Shahida T, Deepali Mahesh Shinde
3792
Risk-Constrained Bernstein-CORN OWA Attention for Leakage-Aware
Meta-Fusion in Temporal Credit Card Fraud Detection
Praveen Kumar Kanumarlapudi, Rajender Radharam, Sudhakara Reddy
Peram, Venkata Pavan Kumar Aka
Session Chair: Rahul Soni, Navrachana University,
Vadodara, Gujarat
Session Chair: Kinjal Kevin Gandhi, Parul University
3330
Automated Eyeglass-Frame Quality Inspection via
Illumination-Robust Geometric Measurement and Leakage-Aware
Machine-Learning Classification
Aman Pathak, Kartik Dwivedi, Arya Khadgi
3335
WhyDrop: Lineage-Guided Root-Cause Analysis for BI Pipelines
that Separates Pipeline Defects from Business Movements
Jayanth Reddy C
3404
ACO-Based Multi-Objective Optimization for Phased Cloud
Migration in E-Commerce: A Simulation Study
Aparna Krishna Penumatcha
3526
Understanding the Impact of Artificial Intelligence on Consumer
Purchase Intention: A Structural Equation Modelling
Approach
Vikas Kumar, Gaurav Rana, Anchal Kumari, Nidhi Saroa
3585
MissionGuard: An Explainable Multi-Objective Decision Support
Framework for Autonomous Satellite Collision Avoidance
G.G Girija Vasumathi, M. Lakshmipriya, K.V Kiruthika, Z.
Mohammed Meezan
3793
GraphTrust-ZTA: Adaptive Zero-Trust Authorization Using Dynamic
Trust Propagation in Distributed Enterprise Systems
Ishu Anand Jaiswal
Session Chair: Monali Chaudhari, Vivekanand Education
Society’s Institute of Technology, Chembur, Mumbai
Session Chair: Deepali R Vora, Symbiosis Institute of
Technology Pune, Symbiosis International (deemed University), Pune,
India
354
Real-Time Deepfake Detection Using Optimized CNN-MobileNet
Architecture
Sakshi, Priya Nain, Harsh Vardhan Soni, Suryansh Sharma
691
DEVA: A Persona-Aware AI Mentor Using Big Five Personality
Modeling and Retrieval-Augmented Memory
Dhiraj Shashikant Jadhav, Darsh Dinesh Sonsale, Prakash Swami,
Akshita Verma, Piyush Kanakdande
879
A Multimodal Deep Learning Framework with Weighted Decision
Fusion for Mental Health Risk Screening and Adaptive
Conversational Support
Jaya Nag Mathur, Chetana Shravage, Anjali Sinkar, Joya Tamboli,
Shraddha Satpute, Girija Raskar
1025
ScamShield AI: A Transformer–RAG Framework for Real-Time SMS
Scam Detection and Explainable Guidance in India
Sanchit,Sakshi, Parul Phoghat, Maanas Singal, Prakarsh Goel,
Anshuman Mathur
1051
Vision-Based Dynamic Traffic Signal Optimization using
Classical Computer Vision and PPO Reinforcement Learning with
Real-World Perception Validation
Ekansh Lamba , Shravani Nikam, Shanmugam S
3568
Adaptive Elite Learning and Diversity Maintenance in
Differential Evolution Algorithm for Feature Selection
Deepak Sahu, Shubham Gupta
Session Chair: Chandani Sharma, Amity University,
Punjab
Session Chair: Sunita Kumawat, Department of
Mathematics, Amity University Haryana
1439
Bidirectional Power Flow using LSTM-Based Predictive Control in
Hybrid Renewable with Electric Vehicles
S.Chitra Devi, A.Ramkumar
2107
Attention-Driven Multi-Scale CNN Framework for Small Object
Detection with Hyperparameter Optimization
Sakshi Tiwari, Rajneesh Kumar Singh, Ravi Prakash Chaturvedi
2615
Soil Degradation Indicators in Mountain Regions: Toward
Terrain-Aware Standardization
Thota Rajani Sree, Sarath Battula, Budamguntla Chandra Babu
,Uma Datta Amruthaluru, P. Varaprasada Rao, M. Lavanya, M.
Vineela Rani
3663
Mobility-Coupled Electric Vehicle Charging Scheduling Under
Border-Delay Uncertainty
Pramod Kumar Kanigiri, Sakshi Bansal, Piyush Samant, Megha
Bhushan, Rohit Gupta, Sharad Tiwari
3742
Capacitor Sizing for Pedestrian-Powered Batteryless IoT: A
Trace-Driven Study of Traffic and Capture Uncertainty
Vismay Patel
Session Chair: Jayashree Tamkhade, Vishwakarma
Institute of Technology
Session Chair: Aditya Dubey, School of Cyber Security and Digital Forensics, National Forensic Sciences University, Jaipur Campus
1161
Low-Power III–V TFET LNA for WLAN Applications
Niraj Kumar Singh, Raushan Kumar, Abhinav Mishra, Manodipan
Sahoo
2875
Graph Neural Sensor Intelligence for Relationship-Aware IoT
Data Quality Analytics
Chetan Bodanam, Akhila Rapolu, Sneha Bindu Erumadi, Varun
Danthoj, Saicharan Reddy Bodanam
3647
A Chaotic-Seeded Hybrid Reversible Cellular Automaton for
Cryptographic Keystream Generation
Hiriyanna G. S., Jalesh Kumar, Sandeep Basavaraj
3772
A Multi-Stage Quantum State Validation Framework for Hybrid
B92–BB84–B92 Key Distribution with Adaptive Quantum Bit Error
Rate Driven Intrusion Detection
Jovitha S, Konda Ramachandra Reddy, G D Vignesh
Session Chair: Anupama Chaurasia, K C College of
Engineering and Management Studies and Research
Session Chair: Bharti Salunke, Department of Computer
Science and Engineering, Poornima University, Jaipur, Rajasthan
Session Chair: Vikas Kumar Jain, School of Computer
Science Engineering and Technology, Bennett University, Greater Noida,
UP
689
Dynamic Scaling of Android Application Resources to Improve
Image Quality
Abhivandan Tandon, Rajasekaran P, Apurva Shovit, V Charan
Kumar, Santhanakrishnan C, S. Krithiha, Kotha Akash
845
Lifecycle-Oriented Governance Framework for Autonomous AI
Agents: Architecture, Implementation, and Evaluation
Abhas Bali, Neeraj Nair, N Sumukesh, Sivakumar B, Saswat
Singh
1063
Autonomous Assistance Robot with Follow-Me
Functionality
Heet Jain, Vishva Shah, Arun V
1413
HMOFS: A Preprocessing-Enhanced Hybrid Multi-Objective
Scheduler for Workflow Scheduling in Fog Computing
Kapil Kumar, Manjit Singh
3813
Closed-Loop Autonomous Defense System Using Multi-Agent Graph
Intelligence and Reinforcement Learning
Richa Gupta, Vishal Gupta
Session Chair: Shipra Arora, DPG Degree College
Gurugram
Session Chair: Prerna Agrawal, GLS University,
Ahmedabad, India
1099
Unified Multimodal Fake News Detection Across Heterogeneous
Modalities
Sakshi, Sanchit, Divyanshu Pathak, Akshat Tyagi, Rudra
Singh
1315
Edge-Optimized Dual-Stream Deep Learning Architecture for
Document Tampering Detection
Arundati Aralimatti, Naveen Rajdev, Pooja Pattar, Vaishnavi
Pagad
1455
Sentiment Analysis and Emotion Detection using Machine Learning
Techniques in a Workplace
Bhanvi Nayer, Shreya Vashistha, Shilpi Sharma
1472
On-Device Real-Time OCR via Adaptive Cascade
Super-Resolution
Nakul Singh, Riya Magadum, Shreya Vasanad, Surabhi Petkar,
Arundhati Aralimatti, Uday Kulkarni
1474
Artificial Intelligence & Machine Learning
Supriya Mandhare, Prem Kudale, Bramha Gulavani, Harshvardhan
Dhere, Akshay Nazare, Krushnarth Chavan
1726
LAB-CLAHE Enhanced SupCon-SHViT-S4 Framework for Robust Plant
Leaf Disease Classification
Katuri Keerthi Naidu, Medabilimi Subba Rao
1863
YOLOv8 Based Automated Kidney Stone Detection from CT Scan
Images A Deep Learning Approach
T Venkatesham, D Lakshmi Padmaja
Session Chair: S. Hannah Pauline, SRM Institute Of
Science And Technology, Chennai
Session Chair: Sanjivani Kulkarni, MIT WPU, Pune
741
Protecting Software from Reverse Engineering through Code
Obfuscation and Self-Modifying Techniques
M Yuva Karthik, Sai Shashank Reddy , B Sai Pradeep Reddy ,
Kalaiselvi K
1827
Alternate Medicine Provider: A Scalable Cloud-Integrated
Framework for Bioequivalent Recommendations
Vedant Kumar, Saumil Tiwari, Shubham Jha, DS Dayana
1877
SwarmRoute-AI: Bio-Inspired Multi-Agent Optimization for
Dynamic Last-Mile Delivery and Intelligent Transportation
Systems
Yuvaraj Natarajan, Lakshmi Tejaswi L, Sameer Kumar D, Prathyusha
G
2440
Probe-Based Behavioral Analysis for Detecting Tool Poisoning
Attacks in Agentic AI Systems
Vaishnavi Shatagopam, Vasantha Bandaru, Thirunahari Harshini,
Sindhu Thippavaram, Sathwika Velishala
2558
Anomaly-Guided Fertilizer Recommendation Using Soil Behavior
Deviations
S.Siva Nageswara Rao, Madaraboina Sri Harshavardan,
Chinthalacheruvu Venkatesh Babu, Sumaiya Sk, A.Nagender Babu,
M.Lavanya, M.Vineela Rani
3067
The Mirror Effect: Traceability-Based Hallucination in
LLM-Generated Tests Under Ambiguous vs. Clear
Requirements
Kiran Paul Kanikaram
3712
Multi-criteria Optimization and Selection of Quantum Key
Distribution Protocols using TOPSIS
Ashwani Chaurasia, Anjula Mehto
Session Chair: Sarabjeet Kaur Kakar, NIET, Greater
Noida
Session Chair: Ishaan Tamhankar, Vimal Tormal Poddar
BCA College, Veer Narmad South Gujarat University
1389
HT Cable Testing Methods, Challenges & Solutions – A Case
Study
Aniket Patil, Sarika Patil
1552
COVID-19 Rumor Detection on Twitter Using Feature-Driven
Machine Learning Models
Meduri Mounika Naga Bhavani, Pemma Anu Priya, Mannem Rohan
Prabhu, Gubba Harshitha , R Soujanya, Moturi Sireesha, M
Jyothi
1558
Hybrid Transformer-Based Sentiment Analysis and TLSTM Stock
Price Prediction Framework
Sireesha Moturi, Mounika Naga Bhavani , Bhanu Prasad ,
Chandrika N, Vineela Rani M , Suresh Babu Kunda
1713
Unified Transformer Framework for Multimodal Medical
Imaging
Achyut Nangunoori, P Raja Sekhar Reddy, Nihal Bathini, Neeraj
Kumar Barai, Vinod Kumar Beerla
1739
EfficientNet-B0-Based Privacy-Preserving Facial Stress
Detection Using Forehead and Eyebrow ROIs
Archana C, Hemanth Gowda T N, Pavan Kumar Y S, Akshay S
1824
Hybrid Ensemble And Quantum Machine Learning Framework For
Detection And Severity Classification Of Anemia Using CBC
Data
Kolluri Krishna Vamsi,Komali Lenka, Kanaka Durga Godasi ,
Prashanth Kumar Palwayi , Sripada V S S Lakshmi
Session Chair: Pratima Mehta, Manav Rachna
International institute of Research and Studies, Faridabad
Session Chair: Arpita Agarwal , Manipal University
Jaipur
3257
Edge-Enabled Intelligent Structural Health Monitoring of
High-Rise Buildings Using StructResNet
P.Sudhakaran, V.Sugasini, R.Kanimozhi, M.S.Vandhana,
Ramasubramanian Bhoopalan, S.Selvaperumal
3464
AI-Driven Smart Agriculture System for Plant Disease Detection,
Nutrient Management, Yield Prediction, and Weather
Advisory
Jesmitha V, Vinayagapriya S, Rishika Venkatesh
3481
An Intelligent IoT Framework for Precision Water Management in
Rice Cultivation
Keerthana S, Joanna Sarah S, Beaulah Princiba D
3723
Zero-Shot Time-Series Transformers for Cross-Cluster SLA-Aware
Snapshot Scheduling in Kubernetes Edge Environments
Vamsi Mulpuri
3755
A Multi-Layer Digital Evidence Provenance Verification
Framework with Evidence Confidence Scoring for Secure Forensic
Investigations
Hosika S, Jakruthee Devendran, Manochitra S
3797
Self-Healing MLOps for Environmental Digital Twins: Automated
Concept Drift Detection and Zero-Downtime Model
Hot-Swapping
Tudor Savio J
Session Chair: Kirti Raskar, MIT Arts, Commerce and
Science College, Alandi
Session Chair: Sourav Samanta, Department of Computer
Science and Engineering, University Institute of Technology, The
University of Burdwan
Session Chair: Mausumi Goswami, AI and Data Science Engineering CHRIST (Deemed to be University)
3534
X-HAR:An Explainable Deep Learning Framework for Human Activity
Recognition Using Temporal Attention and Multi Level
Interpretability
Tarun Kumar Chatterjee, Dibyajyoti Bhattacharjee, Karan Goyal,
Shyam Shah, Sagar Deep Deb, Ankush Ghosh, Pritam Khan
3567
ParaFormer-UNet: A Parallel CNN-Transformer Architecture for
Weakly Supervised Pneumonia Localization in Chest
Radiography
Sumanth Surkundarmane, Anant Bharadwaj Davuloori, Anitha Reddy
G
3798
An Explainable AI-Based Adaptive DSA Weakness Analysis and
Personalized Problem Recommendation System
Dinesh G, Akash M S, Kalaivani R
3815
An Explainable AI-Driven Data Engineering Framework for
Automated Data Quality Assessment and Intelligent Pipeline
Optimization Using a Fuzzy-Embedded Recurrent Neural
Network
Chiranjeevulu Reddy Kasaram
3817
Latent Relation-Aware Graph Neural Networks for Knowledge
Discovery and Prediction on Heterogeneous Networks
Dhamodhar Kasaram
3818
An AI-Driven Predictive Business Analytics Framework for
Customer Behavior Modeling and Revenue Forecasting Using
Binarized Simplicial Convolutional Neural Networks
Priyanka Gowda Ashwath Narayana Gowda, Harish Krishna
Reddy