Current Issues – Journal of Internet Services and Information Security

Volume 16, Issue 1

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.

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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.

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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).

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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.

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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.

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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.

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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).

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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).

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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

Keywords:

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