Machine Learning-Based Detection and Mitigation of Malware in Smartphone Applications Amidst Increasing Mobile Cybersecurity Threats

Authors: Dr. Mawahib Sharafeldin Adam Boush, Rejna Azeez Nazeema, Muhammad Humza Farooq Siddiqui, Anjali Appukuttan, Sabna Machinchery Ali, Najla Elhaj Babiker, and Ehab Tarek Desouky Ibrahim Elaswed

DOI: 10.58346/JISIS.2026.I1.001

Pages: 1-16

Keywords: Android Platform, Malware Detection, Machine Learning (ML), Static Analysis, Cybersecurity, Random Forest (RF), Feature Extraction.

Leveraging Artificial Intelligence and Unmanned Aerial Vehicle Internet of Things Synergy to Optimize and Enhance Robust Communication Networks in Underserved and Remote Regions

Authors: Dr. Mohamed Syed Ibrahim, Dr. Syed Amma Sheik, and Dr. Choo Wou Onn

DOI: 10.58346/JISIS.2026.I1.002

Pages: 17-30

Keywords: Unmanned Aerial Vehicles, Industry, Innovation and Infrastructure, Drones, Routing.

Optimizing Sustainability of Smart Farming with IoT-Assisted Novel Framework

Authors: Ashvin B Amale, Dr.K.V. Pradeep, A.J. Rishabh Bhardwaj, Dr. Neeta Mazumdar, Dr. Sachin S Pund, and Bhuvana Jayabalan

DOI: 10.58346/JISIS.2026.I1.003

Pages: 31-48

Keywords: Smart Farming (SF), Agricultural, Internet of Things (IoT), Crop Prediction, Dynamic Artificial Fish Swarm Driven XGBoost (DAFS-XGBoost).

The Model of Software Effort Estimation in the Context of Methodology Agile and Software Development

Authors: Shahad Wissam Abdulfattah Khattab, and Jamal Salahaldeen Alneamy

DOI: 10.58346/JISIS.2026.I1.004

Pages: 49-69

Keywords: Software, Effort Estimation, Methodology Agile, Machine Learning, Ensemble Models, Agile Software Development, Data Privacy.

A Personalized Federated Deep Reinforcement Learning Framework with Hierarchical Control and Edge Aggregation for Scalable Real-Time Traffic Prediction

Authors: V. Mohammed Hussain, Dr.A. Abdul Azeez Khan, Dr.K. Javubar Sathick, and Dr.L. Arun Raj

DOI: 10.58346/JISIS.2026.I1.005

Pages: 70-91

Keywords: Personalized Federated Learning (PFL), Deep Reinforcement Learning (DRL), Hierarchical Control, Mobile Crowd Sensing (MCS), Intelligent Transportation Systems (ITS), Scalable Traffic Management, Spatio-Temporal Data Analytics.

Context-Aware Attendance Prediction in Mobile Learning Environments Using LSTM Networks for Sustainable Educational Systems

Authors: Dr. Khadija Alhumaid, and Mona Malalla Al Hammadi

DOI: 10.58346/JISIS.2026.I1.006

Pages: 92-110

Keywords: Security, Trust, Privacy-Preserving Learning, Context-Aware Systems, Mobile Learning, LSTM Networks, Predictive Attendance Modeling, Educational Sustainability.

Innovative Mechanism for Smart Agriculture with Identification of UAV-Aided Spray Areas

Authors: Amit Sharma, Ved Prakash Mishra, Dr. Hirald Dwaraka Praveena, Dr.V. Selvakumar, Manpreet Singh, and V. Haripriya

DOI: 10.58346/JISIS.2026.I1.007

Pages: 111-126

Keywords: Unmanned Aerial Vehicles (UAVs), Smart Agriculture, Local Binary Patterns, Clonal Flower Pollination Integrated Adaptive Radial Deep Neural Network (CFPOARDNN).

Early Warning System for Firearm Detection on University Campuses Using Computer Vision

Authors: Freddy Tapia León, José Danilo Collahuazo, Paola Cristina Farinango, Cesar Chiliquinga, Luis Tello-Oquendo, and Johanna Rivera

DOI: 10.58346/JISIS.2026.I1.008

Pages: 127-142

Keywords: Firearm Detection, Artificial Vision, Convolutional Neural Networks, Early Warning, Educational Institutions.

Enhancing Smart Agriculture Based on UAV-Assisted Spraying Route Planning Optimization

Authors: Amit Sharma, Dr.A.J. Sharath Kumar, Rajat Saini, K.N. Raja Praveen, Trapty Agarwal, and Ashmeet Kaur

DOI: 10.58346/JISIS.2026.I1.009

Pages: 143-159

Keywords: Smart agriculture, Policy Gradient Method (PG), Spraying, Unmanned Aerial Vehicle (UAV), Route Planning.

A Comparison of the Effects of a Digital Adoption Platform on Product Lifecycle Management Software

Authors: Valentin Jousseaume, Romain Pinquié, François Fraysse, Emmanuel Esquieu, and Frédéric Segonds

DOI: 10.58346/JISIS.2026.I1.010

Pages: 160-180

Keywords: Digital Adoption Platform, Product Lifecycle Management, Usability.

ForenXAI: An Intelligent Deep Learning Framework for Forensic Document Verification and Forgery Detection for Police Evidence

Authors: S. Nandhini Devi, and Dr.N. Sabiyath Fatima

DOI: 10.58346/JISIS.2026.I1.011

Pages: 181-207

Keywords: Forensic Document Verification, Forgery Detection, Cross-Modal Deep Learning, SHAP Explainability, Resnet50-CBAM, LSTM Attention, Dual-Stream Transformer, Risk Scoring.

Speech Encryption by Splitting Data and Applying Chaotic Image Encryption Algorithms

Authors: Nagham Malik Abd Ali, and Dr. Tarik Zeyad Ismaeel

DOI: 10.58346/JISIS.2026.I1.012

Pages: 208-222

Keywords: Audio Encoder, Voice-To-Picture, Chaotic System, EX-OR, Chaotic Logistic Map, Henon Map, Lorenz System, Encrypt Images.

AI-Driven Adaptive AML Framework with Real-Time Anomaly Detection and Deep Learning-Based Risk Profiling

Authors: Dr.N.P. Ponnuviji, Dr.K. Venkatesh Guru, P. Palanisamy, and J. Nirmala Gandhi

DOI: 10.58346/JISIS.2026.I1.013

Pages: 223-236

Keywords: AI-Driven AML Framework, Adaptive Anomaly Detection, Real-Time Monitoring, Deep Learning-Based Risk Profiling, Money Laundering Detection, Financial Crime Prevention, Machine Learning In AML, Anomaly Detection Algorithms, Risk-Based Approach.

Quantum Safe Cryptographic Frameworks for Securing National Digital Currencies and Economic Infrastructure

Authors: Gulbanbegim Jamolova, Maloxat Axmedova, Feruzaxon Odilova, Feruza Urinboyeva, Sadokatxon Yuldasheva, Polat Shokirov, and Kamolbek Masharipov

DOI: 10.58346/JISIS.2026.I1.014

Pages: 237-252

Keywords: Quantum-Safe Cryptography, Central Bank Digital Currency (CBDC), Post-Quantum Cryptography (PQC), Quantum Key Distribution (QKD), Digital Signatures, Blockchain Security, Financial Systems Security.

Enhancing Continual Learning in Neural Networks with Lightweight Beneficial Perturbation Networks

Authors: Vanaparthi Kiranmai, and Dr.A. Manikandan

DOI: 10.58346/JISIS.2026.I1.015

Pages: 253-276

Keywords: Neural Networks, Adaptive Algorithms, Beneficial Perturbation Network, Lightweight, CIFAR-100 Tasks, Security in Machine Learning.

Enhancing E-Learning Platforms with Mobile Computing and Cloud Services for Seamless Education Delivery

Authors: Umida Nasritdinova, Zulaykho Jurayeva, Zilola Alibekova, Olimjan Zaripov, Lyudmila Bayzhonova, Gulnora Ernazarova, and Salomat Xalimova

DOI: 10.58346/JISIS.2026.I1.016

Pages: 277-290

Keywords: Mobile Learning, Cloud Computing, Computation Offloading, Elastic Scalability, Seamless Education, Data Synchronization, Resource-Constrained Devices.

An Adaptive Scriptless Behavior-Driven Development Automation Framework with Self-Healing Intelligence for Evolving Software Applications

Authors: S. Senthil Murugan, and Dr.M. Balamurugan

DOI: 10.58346/JISIS.2026.I1.017

Pages: 291-310

Keywords: Self-Healing Test Automation, Behavior-Driven Development (BDD), Adaptive Framework, Artificial Intelligence, Machine Learning, Test Automation, Dynamic Locator Identification, Reinforcement Learning.

An Opamp-Based Coexisting Chaotic Attractors Used in IoT Secure Data Communication

Authors: Dr.M. Anbarasan, Dr. Gobalakrishnan Natesan, and Dr.S. Prakash

DOI: 10.58346/JISIS.2026.I1.018

Pages: 311-322

Keywords: OPAMP, Data Communication, Encryption, and Decryption.

Forecasting Regional Coffee Demand by Comparative Analysis of Various Machine Learning Techniques, Along with Supply Chain Optimization

Authors: J. Saivijayalakshmi, Dr.S. Peer Mohamed Ziyath, and Dr.N. Ayyanathan

DOI: 10.58346/JISIS.2026.I1.019

Pages: 323-345

Keywords: Linear Regression, kNN Analysis, Decision Tree, Supply Chain Management, Federated Learning (FL), Model Integrity, Distributed Ledger Technology (DLT), Byzantine Resilience, Demand Forecasting, Secure Aggregation.

Smart Detection and Prevention of Whaling Attacks in Cyber Security

Authors: Dr. Ann Zeki Ablahd Magdacy Jerjes, Ihsan Hassan Hussein, and Dr. Israa Tahseen Ali-Attar

DOI: 10.58346/JISIS.2026.I1.020

Pages: 346-364

Keywords: SVM, NLP, Whaling Attacks, Email Security, Spear Phishing, Threats, ML, Cyber Security.

A Machine Learning Framework for Predicting Online Purchasing Intensity Using Composite Behavioral Indices and Balanced Classification Techniques

Authors: L. Anju, and Dr.S. Veni

DOI: 10.58346/JISIS.2026.I1.021

Pages: 365-384

Keywords: Online Purchasing Intensity, Composite Behavioural Index, Security-Aware Learning, Class Imbalance, Trust Modelling, E-Commerce Analytics, Machine Learning, Ensemble Classification.

Adaptive IoT Security Algorithm Using Lightweight Cryptography and Blockchain for Scalable Privacy-Preserving Architectures

Authors: Dr.A. Anthony Raj, Dr.J. Narendra Babu, Dr.S.N. Rekha, Dr.S. Ramya, Dr.A. Sathish, C.V. Sunanda, and C.S. Asha

DOI: 10.58346/JISIS.2026.I1.022

Pages: 385-397

Keywords: Lightweight Cryptography, Blockchain-Based Authentication, Adaptive Security Algorithms, Privacy-Preserving Architectures, Practical Byzantine Fault Tolerance (PBFT), Resource-Constrained Networks.

Leveraging Machine Learning to Optimize Crop Yield Prediction: Insights from Sustainable Agriculture in Jordan

Authors: Muneer Nusir, Mohammad Alshirah, Sahar Al Mashaqbeh, and Rayeh Alghsoon

DOI: 10.58346/JISIS.2026.I1.023

Pages: 398-417

Keywords: Lasso Regression, Random Forest Regression, ARIMA, Holt-Winters, Crop Yield Prediction, Smart Agriculture, Machine Learning Models.

A Comprehensive Analysis of Risk and Trust in Using GPT-Style Models for E-Learning Systems

Authors: María Fernanda Moya Puente, Augusto Oswaldo Benavides Medina, Eddy Miguel Aguirre Reyes, Carlos Alberto Lamadrid Vela, Jimmy Frank Silva Urcia, José Daniel Montano Amador, and Ronald M. Hernández

DOI: 10.58346/JISIS.2026.I1.024

Pages: 418-430

Keywords: GPT-Style Models, Large Language Models, E-Learning Systems, Trust Assessment, Risk Analysis, Data Privacy, Explainable AI.

Resilient and Privacy Preserving Real-Time Data Offloading Using Federated Game Theory-Optimized MLP-LSTM Framework

Authors: Jayaprakash Hampi, and Dr.C.B. Vinutha

DOI: 10.58346/JISIS.2026.I1.025

Pages: 431-454

Keywords: Multi-Layer Perceptron, Long Short-Term Memory, Game Theory, Federated Learning, Data Offloading.

Zero-Knowledge Proof Protocols for Enhancing Economic Security in Global Decentralized Supply Chain Networks

Authors: Sadoqat Jurayeva, Vokhid Juraev, Zarina Abduazimova, Xamidilla Meliyev, Sirojali Allaberganov, Mehriddin Usanov, and Polat Shokirov

DOI: 10.58346/JISIS.2026.I1.026

Pages: 455-471

Keywords: Zero-Knowledge Proofs (ZKPs), Decentralized Supply Chains, Blockchain Technology, Data Privacy, Economic Security, Transaction Verification, Smart Contracts.

Super Resolution Acoustic DOA and Multi-Modal Sensor Fusion for Real-Time Campus Emergency Localization at Al-Ayen Iraqi University

Authors: Atheer Y. Oudah, Raaid Alubady, Lina M. Shaker, and Dr. Ahmed A. Al Amiery

DOI: 10.58346/JISIS.2026.I1.027

Pages: 472-493

Keywords: Smart Emergency Localization, Direction-of-Arrival, Geometric Dilution of Precision, Multi-Sensor Fusion, Multiple Signal Classification, Multi-Sensor Network, Wireless Ad-hoc Sensor Network.

Modelling A Novel Approach for Heart Disease Prediction Due to Covid Using Modern Data Mining Approaches

Authors: S.R. Senthilkumar, and Dr.P. Amudhavalli

DOI: 10.58346/JISIS.2026.I1.028

Pages: 494-517

Keywords: COVID-19, DNN, Data Mining, SVM, Heart Disease, Cloud Computing, Service Deployment.

Leveraging P2P Systems for Collaborative E-Learning and Resource Sharing in Digital Education

Authors: Khusniddin Juraev, Jahongir Qosimov, Nargiza Egamberdieva, Kamalbay Palimbetov, Islom Kadirov, Gulistan Bekbaulieva, and Shukhrat Eshankulov

DOI: 10.58346/JISIS.2026.I1.029

Pages: 518-532

Keywords: Hybrid Peer-to-Peer (P2P), Collaborative E-Learning, Distributed Hash Tables (DHT), Conflict-free Replicated Data Types (CRDTs), Incentive Mechanisms, Network Scalability, Fault Tolerance.

Deep Learning Based AI Model for Improving Carrier Frequency Offset Estimation in Sensor Driven Communication Systems

Authors: Dr. Atheer Y. Oudah, Dr. Sarmad K.D. AlKhafaji, and Dr. Naseer Ali Hussien

DOI: 10.58346/JISIS.2026.I1.030

Pages: 533-547

Keywords: Carrier Frequency Offset (CFO), Wireless Communication, Signal Synchronization, Deep Learning, Bidirectional Long Short-Term Memory (BiLSTM), Convolutional Neural Networks (CNN), Zadoff-Chu (ZC) Sequences, Sensor Networks.

AI Based Early Prediction of Postpartum Depression Using Multidimensional Maternal Health Data with Integrated Secure Data Storage and Privacy Protection Protocols

Authors: Dr. Rasitha Banu GulMohamed, Dr.N. Sasikala, Dr. Wafa A Hetany, Hanan Abdullah Almaimani, Dr. Abir S Mohamed, Dr. Reham Bakhsh, and Dr. Abdelnaser Zaid

DOI: 10.58346/JISIS.2026.I1.031

Pages: 548-569

Keywords: Postpartum Depression, Machine Learning, Deep Learning, EPDS, Maternal Mental Health, CNN–BiLSTM, Attention Mechanism, Risk Prediction, Explainable AI.

Analysis on Video Forgery Detection Using Spatial Temporal Feature with 3D CNN

Authors: Hemant Appa Tirmare, Dr. Jaydeep B. Patil, Dr. Sangram T. Patil, Dr. Vidyullata Vinayak Devmane, Dr. Anil M. Hingmire, and Dr. Shashikant Sudhakar Radke

DOI: 10.58346/JISIS.2026.I1.032

Pages: 570-594

Keywords: Video Forgery Detection, Deepfake Detection, 3D Convolutional Neural Networks (3D-CNNs), Spatiotemporal Features, Machine Learning (ML), Temporal and Spatial Irregularities, Face Forensics Dataset, Deep Learning (DL).

Efficiency-Oriented Mutual Authentication Protocol for MCC Using Elliptic Curve Cryptography

Authors: Marwan Kadhim Mohammed AL-shammari, Suaad Ali Abead, and Halah Hasan Mahmoud

DOI: 10.58346/JISIS.2026.I1.033

Pages: 595-611

Keywords: Mobile Cloud Computing (MCC), Lightweight Authentication, Elliptic Curve Cryptography (ECC), Mutual Authentication, Formal Security Verification, Computational Overhead, Network Security.

MODI: On-Device Preprocessing of Qualcomm Diagnostic Logs for Cellular Protocol Analysis on Android

Authors: Vincent Abella, I Wayan Adi Juliawan Pawana, Dr. Ilsun You, and Hoonyong Park

DOI: 10.58346/JISIS.2026.I1.034

Pages: 612-623

Keywords: QMDL Preprocessing, On-Device Protocol Analysis, Cellular Security, Wireshark Cross-Compilation, NAS/RRC Feature Extraction.

An Enhanced Cryptographic Method for Securing and Accelerating Digital Signatures

Authors: Thanapat Chiawchanwattana, and Kritsanapong Somsuk

DOI: 10.58346/JISIS.2026.I1.035

Pages: 624-641

Keywords: FE-RSA, RSA-ElGamal, Integer Factorization Problem, Discrete Logarithm Problem, RSA, Multi-Prime RSA.

Improving E-Learning Environments through Web and Grid Services for Scalable and Efficient Learning

Authors: Ozoda Nushyaeva, Raxmatjon Ismoilov, Gulsanam Tillayeva, Rano Turapova, Nasiba Tursunova, Zilola Azimova, and Umida Parpiyeva

DOI: 10.58346/JISIS.2026.I1.036

Pages: 642-656

Keywords: E-Learning Environments, Grid Computing, Web Services, Service Oriented Architecture (SOA), Scalability and Efficiency, Distributed Resource Management, Load Balancing.

IoT Based EEG Device for Monitoring Student’s Brain Activity Using Ensemble Method in Online Classes

Authors: I. Rufia Thaseen, and Dr.S. Shahar Banu

DOI: 10.58346/JISIS.2026.I1.037

Pages: 657-673

Keywords: EEG Signals, Online Learning, Internet of Things, Machine Learning, Ensemble Learning.

A Hybrid Graph-Based Evolutionary Optimization Model Using SparseEA-AGDS for Secure and Scalable Workload Partitioning in Hybrid Quantum-Classical Systems

Authors: V. Preethi, Dr.V. Elizabeth Jesi, Dr.G. Parimala, and Dr.S. Nithiya

DOI: 10.58346/JISIS.2026.I1.038

Pages: 674-688

Keywords: Hybrid Quantum–Classical Systems, Graph-Based Optimization, Evolutionary Algorithms, SparseEA-AGDS, Workload Partitioning, Security-Aware Optimization, Scalable Computing.

Improving Security and Customer Trust in E-Commerce Using Modern Digital Technologies

Authors: Dr. Joji Abey

DOI: 10.58346/JISIS.2026.I1.039

Pages: 689-700

Keywords: E-commerce Security, Digital Trust Architecture, Blockchain Technology, Information System Integration, Biometric Authentication, Data Privacy, Cyber-Physical Systems.

Universal and Scalable Security Assessment Standards for Resource-Constrained IoT Environments Bridging the Flexibility-Consistency Paradox

Authors: Gundala Venkata Rama Lakshmi, and Dr.R. Deeptha

DOI: 10.58346/JISIS.2026.I1.040

Pages: 701-716

Keywords: FSRC-IoTE, IoT Security, Resource-Constrained Devices, Real-Time Monitoring, Adaptive Security, Scalability, AI-Driven Threat Management.

Development of a Context-Aware Cognitive Load Reduction Model for Intelligent E-Learning Environments

Authors: Luiza Tursunova, Nasiba Murtazayeva, Munisa Nurmurodova, Dilnoza Umorova, Madina Kholova, Rano Narbekova, and Saboxat Kabulova

DOI: 10.58346/JISIS.2026.I1.041

Pages: 717-733

Keywords: Cognitive Load, Context-Aware Systems, E-Learning, Adaptive Feedback, Task Complexity, Learning Outcomes, Machine Learning.

Deep Neural Network and Reinforcement Learning Algorithms for Real-Time Threat Detection and Autonomous Cyber Defense in AI-Driven Internet Services

Authors: Vijaylaxmi Utkal Patil, Dr.K. Hussain, Raghavendra Reddy, Dr.H. Krishnamurthy, Dr.J. Narendra Babu, and H.B. Ashwini Gowda

DOI: 10.58346/JISIS.2026.I1.042

Pages: 734-746

Keywords: Deep Neural Networks, Reinforcement Learning, CNN–LSTM, Deep Q-Network, Real-Time Threat Detection, Autonomous Cyber Defense, AI-Driven Internet Services.

Adaptive Security Model for E-Learning Platforms Using Multi-Layered Anomaly Detection and Context-Aware Risk Assessment

Authors: Ronald M. Hernández, Doris Fuster-Guillen, Luisa Graciela Ponce Maluquish, Miguel Luis Chuquispuma Caycho, and Mery Nora Atencio Rivera

DOI: 10.58346/JISIS.2026.I1.043

Pages: 747-759

Keywords: Adaptive Security Model, E-Learning Platform Security, Multi-Layered Anomaly Detection, Context-Aware Risk Assessment, Behavioural Analytics, Intrusion Detection Systems, Cyber Threat Mitigation.

Autonomous Security Protocols for Scalable Internet Services with Zero Trust Architecture and Real-Time Threat Detection in Cloud and Mobile Networks

Authors: Dr.M. Monica Bhavani, Dr.S. Prabakaran, M. Mythili, Dr.R. Deeptha, and Dr.P. Selvarani

DOI: 10.58346/JISIS.2026.I1.044

Pages: 760-773

Keywords: Zero Trust, Autonomous Security, Cloud Security, Mobile Networks, Real-Time Threat Detection, AI-Driven Security.

Automated 3D Tumor Reconstruction and Breast Cancer Detection Using Deep Learning with Secure Data Handling

Authors: Manasa Sandeep, and Dr.C. Nandini

DOI: 10.58346/JISIS.2026.I1.045

Pages: 774-796

Keywords: Breast Cancer (BC), 3D NIFTI Image, Non-Local Medium Filter, Data Security, Medical Data Privacy, Encrypted Medical Imaging, Secure Deep Learning.

Integrating CNN-LSTM Framework based Spatial-Temporal Analysis for Effective Sign Language Gesture Recognition in Forensic and Security Domains

Authors: Dr.G. Geetha, Dr.J. Godwin Ponsam, Dr.V. Elizabeth Jesi, Dr.M. Mahalakshmi, Dr.S. Thenmalar, and Dr.P. Mahalakshmi

DOI: 10.58346/JISIS.2026.I1.046

Pages: 797-810

Keywords: Sign Language Gesture Recognition, CNN–LSTM Framework, Spatial–Temporal Analysis, Deep Learning, Forensic Applications, Security Surveillance Systems, Human–Computer Interaction.

A Hybrid Neuro-Fuzzy Adaptive Model for Real-Time Personalized Learning Path Optimization in E-Learning Systems

Authors: Saida Rakhimova, Maqsud Toshmurodov, Mahbuba Rahmanova, Nodira Kodirova, Sitora Jamolova, Muborak Turayeva, and Murodjon Abdumannopov

DOI: 10.58346/JISIS.2026.I1.047

Pages: 811-827

Keywords: Personalized Learning, E-learning Systems, Hybrid Neuro-Fuzzy Model, Learning Path Optimization, Real-Time Adaptation, Neural Networks, Fuzzy Logic.

Classification of Healthcare Data Using Support Vector Machines with Stochastic Gradient Descent for Real-Time Wireless Sensor Network Monitoring

Authors: C. Seetha Lakshmi, and Dr.A. Angel Cerli

DOI: 10.58346/JISIS.2026.I1.048

Pages: 828-848

Keywords: Healthcare Data Classification, Wireless Sensor Networks, Support Vector Machine (SVM), Real-time Monitoring, Model Optimization. Feature Selection, Real-time Data Processing.

Security Analysis and Robustness Assessment of Agricultural Deep Vision Software Against Targeted Adversarial Evasion Attacks in Crop-Weed Classification

Authors: Dr.J. Justina Michael, Dr.H. Mary Shyni, G. Praveen Kumar, and Dr.U. Sakthivelu

DOI: 10.58346/JISIS.2026.I1.049

Pages: 849-863

Keywords: Adversarial Attacks, Deep Learning, Precision Agriculture, Robustness, Semantic Segmentation.

Self-Optimizing Convolution-Assisted Polar Coding with Turbo-Like Decoding for Ultra-Reliable Low-Latency Communication (URLLC)

Authors: T. Ranjitha Devi, and Dr.C. Kamalanathan

DOI: 10.58346/JISIS.2026.I1.050

Pages: 864-880

Keywords: Ultra-Reliable Low-Latency Communication (URLLC), Polar Codes, Convolutional Codes, Turbo-like Decoding, Adaptive Channel Coding, 5G and Beyond Networks.

Privacy-Preserving Hybrid Deep and Machine Learning Framework for Indian Sign Language Recognition on Edge Devices

Authors: K. Priya, and Dr.B.J. Sandesh

DOI: 10.58346/JISIS.2026.I1.051

Pages: 881-898

Keywords: Indian Sign Language, Privacy-Preserving Framework, Edge Computing, MoViNet, Spatio-Temporal Feature Extraction, Random Forest, Deep Hybrid Learning.

Immersive Visual Identity Authentication and Deepfake Detection Using Multimodal Feature Fusion for Secure Extended Reality Internet Service Environments

Authors: Dr.R. Sivamalar, Rubina Sultana Mohammed, Anjali Appukuttan, Yasmien Hussain Osman Abbas, Dr. Noha Mostafa Mohamed Sayed, Ehab Tarek Desouky Ibrahim Elaswed, and Rawia Ahmed Mohammed Ebrahim

DOI: 10.58346/JISIS.2026.I1.052

Pages: 899-914