Issue 2 – Journal of Internet Services and Information Security

Volume 16 Issue 2

A Multiscale Residual Framework for Fingerprint Gender Classification Based on Morphology Wavelet Features and Siamese Metric Learning

Authors: Hayder Sahib Shakir, Mohammad Asadpour, and Mina Zolfy Lighvan

DOI: 10.58346/JISIS.2026.I2.033

Pages: 528-544

Keywords: Fingerprint Gender Classification, Multiscale Feature Extraction, Siamese Network, Morphological Preprocessing, Residual Neural Network, Discrete Wavelet Transform, Biometric Analysis.

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An Energy Efficient Secure Multi-Objective Workflow Scheduling in Blockchain-Assisted Cloud using a Hybrid Deep Learning Approach

Authors: G. Madhumala, and Dr.R. Suma

DOI: 10.58346/JISIS.2026.I2.032

Pages: 503-527

Keywords: Work Flow Scheduling, Virtual Machine, Evolutionary Attention-Based Long Short-Term Memory, Dense Resolution Network, Pyramid Dilated Attention Network.

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AI-Driven Workforce Management in the Metaverse: Bridging Institutional Adaptiveness and Future Workforce Demands Through Technology Acceptance and Digital Competence

Authors: Dr. Dara Vijaya Lakshmi, Dr.S. Rajeshwari, Dr.V. Rajalakshmi, Dr. Durga Prasad Singh Samanta, Dr.T. Prakash, and Dr.S. Monica

DOI: 10.58346/JISIS.2026.I2.031

Pages: 485-502

Keywords: Artificial Intelligence (AI), Workforce Management, Metaverse, Technology Acceptance, Digital Competence, Institutional Adaptiveness, Workforce Readiness.

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Intelligent Borrower Profiling for Risk-Aware Loan Decision Making and Portfolio Optimization

Authors: Shankari Mohanakrishnan

DOI: 10.58346/JISIS.2026.I2.030

Pages: 466-484

Keywords: Intelligent Borrower Profiling, Risk-Aware Loan Decision-Making, Portfolio Optimization, Machine Learning, Explainable AI (XAI), Credit Risk Assessment, Feature Engineering.

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Expanding Business Communication Globally with Advanced Communication Models

Authors: Adeline Ong, Dr. Ng Miew Luan, Dr. Megala Rajendran, Dr.A. Karthikeyan, Abdul Majid Mohd Isa, and Feruza Bakaeva

DOI: 10.58346/JISIS.2026.I2.029

Pages: 453-465

Keywords: Business Communication, Global Communication Models, Global Business, Network Performance, Inter-Organizational Communication, Digital Platforms, Security Aspects.

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A Secure Peer-to-Peer Framework for Collaborative Tourism and Resource Sharing in Decentralized Travel

Authors: Dildora Avezova, Charosxon Buvanazarova, Dilovar Narbayeva, Eliboy Uralov, Dilbar Daminova, Gulchekhra Makhmadieva, and Sokhiba Zokirova

DOI: 10.58346/JISIS.2026.I2.028

Pages: 439-452

Keywords: Decentralized Tourism, Peer-to-Peer Networks, Blockchain Security, Smart Contracts, Resource Sharing, Trust Management, Secure Travel Systems.

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An Intelligent CNN Model for the Assessment of Systemic Cardiovascular Risk and Indicators of Peripheral Artery Disease from Thoracic Imaging

Authors: Nazia Sultana, and Dr.P.K. Kumar

DOI: 10.58346/JISIS.2026.I2.027

Pages: 420-438

Keywords: Deep Learning, CNN, Cardiovascular Risk Evaluation, PAD, Peripheral Artery Disease, Thoracic Imagery Analysis.

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Homomorphic Encryption Schemes for Secure Outsourcing of Educational Data Analytics in the Cloud

Authors: Shakhnoza Uzokova, Obod Ergasheva, Kibriyo Marayimova, Sadoqat Jurayeva, Erkin Shopulatov, Gulnora Astanova, and Alisher Tangriyev

DOI: 10.58346/JISIS.2026.I2.026

Pages: 407-419

Keywords: Homomorphic Encryption, Secure Cloud Computing, Educational Data Analytics, Privacy-Preserving Computation, Outsourcing Security, Encrypted Machine Learning, Cloud Data Protection.

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AI-Enabled Network Traffic Analysis for DDoS Detection in Web Application Firewalls Using Machine Learning and Blockchain-Driven Approach

Authors: V. Asha and S. Kanaga Suba Raja

DOI: 10.58346/JISIS.2026.I2.025

Pages: 388-406

Keywords: Web Application Firewall, Distributed Denial-of-Service, Machine Learning, Ensemble Learning, Blockchain Security, Threat Intelligence Sharing, Cybersecurity Auditing.

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Mitigation Strategies for Distributed Denial of Service Attacks on Online Examination Platforms

Authors: Ozoda Khazratkulova, Mir-Khusan Kadirov, Nauriz Mambetiyarov, Dilafruz Madalieva, Sadoqat Jurayeva, Yulduz Abduhalimova, and Nargiza Khakimova

DOI: 10.58346/JISIS.2026.I2.024

Pages: 375-387

Keywords: Distributed Denial of Service, Online Examination Security, DDoS Mitigation, Machine Learning Detection, Network Traffic Analysis, Cloud-Based Defence.

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AI-Optimized Quantum-Resistant CAPTCHA-Based Secure Computation Framework for Privacy-Preserving Federated Learning in Distributed Cloud Networks

Authors: M. Karthikeyan, and Dr.A.R. Arunachalam

DOI: 10.58346/JISIS.2026.I2.023

Pages: 358-374

Keywords: Federated Learning, Post-Quantum Cryptography, CAPTCHA Security, Privacy Preservation, Secure Aggregation, Distributed Cloud Networks, Artificial Intelligence.

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Evaluating Cybersecurity Awareness and Defensive Skills Training Among Professional Educators

Authors: Xursanoy Mirzokulova, Shakhnoza Akramova, Nozimaxon Mamadjanova, Kuandyk Maldybayev, Baxtiyar Aytmuratov, Gulbaxor Rasulova, and Dilora Sidiqova

DOI: 10.58346/JISIS.2026.I2.022

Pages: 345-357

Keywords: Cybersecurity Awareness, Educators Training, Defensive Cybersecurity Skills, Phishing Detection, Digital Security Education, Cyber Threat Mitigation, Educational Institutions Security.

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A Hybrid Learning and Quantum-Inspired Optimization Framework for Adaptive Task Offloading in Mobile Edge Computing

Authors: Shreenivas Badada, and Dr. Akkalakshmi Muddana

DOI: 10.58346/JISIS.2026.I2.021

Pages: 325-344

Keywords: Mobile Edge Computing (MEC), Internet of Things, Deep Reinforcement Learning, Graph Attention Networks, Digital Twin (DT), Quantum-Inspired Optimization (QIO), Resource Scheduling, Task Offloading.

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Development of a Federated Learning Algorithm for Privacy-Preserving User Behavior Analytics in E-Learning Platforms

Authors: Farangiz Anvarova, Gulnora Jumayeva, Olmosbek Eshmuradov, Saxob Karimov, Saida Makhkamova, Madina Ikramova, and Sadoqat Jurayeva

DOI: 10.58346/JISIS.2026.I2.020

Pages: 312-324

Keywords: Federated Learning, Privacy-Preserving Analytics, E-Learning Platforms, User Behavior Analytics, Secure Aggregation, Distributed Machine Learning, Educational Data Security.

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Secure Integration of Traditional Chinese Medicine and Biotechnology in Personalized Healthcare

Authors: Joanna Lee Song Hui, Heng Aik Teng, Dr. Megala Rajendran, Miew Luan Ng, Dr.A. Karthikeyan, and Gulshan Iskanova

DOI: 10.58346/JISIS.2026.I2.019

Pages: 297-310

Keywords: Personalized Healthcare, Traditional Chinese Medicine, Biotechnology, Data Security, Privacy Protection, Blockchain, Data Interoperability, Good Health and Well-Being.

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Secure Authentication Protocols for Virtual Classroom Environments in Remote Learning Scenarios

Authors: Sitora Yadigarova, Sardor Salaxutdinov, Tileubergen Arzimbetov, Abdurafik Valiyev, Nazirjon Akhmadov, Behzodbek Akbarov, and Shakhnoza Rakhimova

DOI: 10.58346/JISIS.2026.I2.018

Pages: 283-296

Keywords: Virtual Classroom Security, Multi-Factor Authentication, Blockchain-Based Identity, Biometric Verification, Remote Learning Systems, Federated Authentication, Cybersecurity in Education.

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Integrating Bioinformatics and Traditional Chinese Medicine Through Cloud-Based Platforms for Enhanced Healthcare Research

Authors: Joanna Lee Song Hui, Dr. Heng Aik Teng, Dr. Megala Rajendran, Dr. Ng Miew Luan, Dr.A. Karthikeyan, and Dr. Otabek Fayziyev

DOI: 10.58346/JISIS.2026.I2.017

Pages: 266-282

Keywords: Bioinformatics, Traditional Chinese Medicine, Data Integration, Healthcare Information Systems, Semantic Mapping, Decision Support, Good Health and Well-Being.

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Efficient and Secured mCloud-Based Storage of Medical Images: Towards Telehealth

Authors: Raghda Salam Al Mahdawi, Warqaa Shaher Alazawee and Marwa Subhi Ibrahim

DOI: 10.58346/JISIS.2026.I2.016

Pages: 245-265

Keywords: Medical Cloud Computing (mCloud); Telemedicine, Medical Image, Compressed Sensing (CS), Medical Cloud Storage, Medical Image Encryption, Telehealth.

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Soft Computing-Based Heart Disease Prediction Framework (SC-HDP) Using ANFIS

Authors: Dr.R. Jeya, Dr. Hezerul Bin Abdul Karim, Dr.B. Muruganantham, Dr. Sarina Binti Mansor, and Dr. Tan Yi Fei

DOI: 10.58346/JISIS.2026.I2.015

Pages: 227-244

Keywords: IoMT, Soft Computing, ANFIS, PSO, Heart Disease, Feature Extraction, Accuracy.

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Optimizing Brand Communication on Social Media Through Real-Time Models

Authors: Dr. Delecta Jenifer Rajendren, Dr. Thiruvenkadam Thiagarajan, Dr.M.A.P. Manimekalai, Dr.C.K. Sripavithra, Mokhichekhra Boltaeva, and Dr. Ravindra A. Kayande

DOI: 10.58346/JISIS.2026.I2.014

Pages: 213-226

Keywords: Brand Communication, Social Media, NLP, Deep Learning, Sentiment Analysis, Engagement Optimization, Marketing ROI, Process Innovation.

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Adaptive Anomaly Detection Algorithm for Real-Time Identification of Phishing and Credential Stuffing Attacks in E-Learning Systems Using Deep Reinforcement Learning

Authors: Nilufar Madaminova, Akram Maxammatov, Svetlana Sadchikova, Gulbakhor Altibaeva, Mahzuna Hamdamova, Zokir Alimov, and Sadoqat Jurayeva

DOI: 10.58346/JISIS.2026.I2.013

Pages: 199-212

Keywords: Deep Reinforcement Learning, Adaptive Anomaly Detection, Phishing Attack Detection, Credential Stuffing Attacks, E-Learning Cybersecurity, Learning Management Systems, Real-Time Intrusion Detection.

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Explainable Lightweight Deep Learning for Secure Edge Anomaly Detection

Authors: Dr. Mohamed Adel Al-Shaher

DOI: 10.58346/JISIS.2026.I2.012

Pages: 181-198

Keywords: Edge Computing, Anomaly Detection, Lightweight Deep Learning, Explainable AI (XAI), IoT Security, Trade-off Optimization, Real-time Detection.

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Privacy Preserving Federated Learning Architectures for Collaborative Tourism Data Analytics

Authors: Surayyo Choriyeva, Omon Makhmudov, Marjona Turumova, Husanboy Rahmonov, Gayrat Ikmatullayev, Eliboy Uralov, Dilfuza Sayfillayeva, and Oybek Sulaymanbekov

DOI: 10.58346/JISIS.2026.I2.011

Pages: 167-180

Keywords: Federated Learning, Privacy Preservation, Tourism Data Analytics, Secure Aggregation, Differential Privacy, Decentralized Machine Learning, Collaborative Systems.

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Chronic Prediction of Peripheral Artery Disease Progression to Kidney Disease Using a Multi-branch Hybrid Deep Neural Network

Authors: Nazia Sultana, and Dr.P.K. Kumar

DOI: 10.58346/JISIS.2026.I2.010

Pages: 151-166

Keywords: Chronic Kidney Disease (CKD), Peripheral Artery Disease (PAD), Multi-Branch Deep Learning, Hybrid CNN, Healthcare Data Security, Medical Imaging AI, Disease Progression Prediction.

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Evaluating the Impact of Cultural Context Loss in Cross-Language Literary Adaptation

Authors: Shakhlo Botirova, Saodat Yuldasheva, Shoista Sadikova, Umida Togaeva, Ilkhomjon Mamatqulov, Dono Babayeva, and Dilnoza Fayzullayeva

DOI: 10.58346/JISIS.2026.I2.009

Pages: 137-150

Keywords: Cultural Context Loss, Cross-Language Literary Adaptation, Internet Security, Digital Rights Management, Cultural Integrity and Security Model (CISM), Man-in-the-Middle Attack.

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Security-Aware Unified Emotional Intelligence Model for Multimodal Emotion Recognition and Behavioral Trajectory Analysis in Social Media

Authors: M. Usha Rani, P. Venkata Krishna, T. Tripura Sundari, and C.H. Ellaji

DOI: 10.58346/JISIS.2026.I2.008

Pages: 113-136

Keywords: Secure Multimodal Emotion Analysis, Behavioral Trajectory Modeling, Emotion Prediction, Graph Attention Networks, Social Media Analytics, Multilingual Emotion Detection.

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Designing a Hybrid Cryptographic Algorithm for End-to-End Secure Communication Between Distributed E-Learning Services Using Quantum-Resistant Techniques

Authors: Sholpan Allanazarova, Dilfuza Gafforova, Sabohat Hashimova, Laziz Nurulloev, Faxriddin Yormatov, Marguba Khudayberganova, and Abdukhamid Tangirov

DOI: 10.58346/JISIS.2026.I2.007

Pages: 98-112

Keywords: Quantum-Resistant Cryptography, Distributed E-Learning Security, Hybrid Cryptographic Framework, Post-Quantum Communication, Secure End-to-End Communication, Lattice-Based Cryptography, Cloud-Based Educational Systems.

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6G-Integrated Hybrid Frameworks for Secure Telemedicine Using Thermal Fingerprint Biometrics and Blockchain Technology

Authors: Dr.S. Jayaprakash, and J.P. Keerthana

DOI: 10.58346/JISIS.2026.I2.006

Pages: 78-97

Keywords: Telemedicine Security, Thermal Fingerprint Biometrics, Blockchain Authentication, 6G Network Slicing, Edge Intelligence, Liveness Detection, Decentralized Healthcare Systems.

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Blockchain-Based Framework for Secure and Tamper-Proof Academic Credentials in Higher Education

Authors: Xurriyat Gafforova, Ezoza Khalmuradova, Gozal Rakhmonova, Ziyoda Aripova, Guzal Mardiyeva, Timur Jumabaev, and Bayrambay Erimbetov

DOI: 10.58346/JISIS.2026.I2.005

Pages: 66-77

Keywords: Blockchain, Academic Credentials, Tamper-Proof Systems, Smart Contracts, Higher Education, Decentralized Verification, Data Security.

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Design and Mathematical Modelling of a Blockchain-Integrated Pharmaceutical Supply Chain Framework

Authors: R. Jeevaraj, and Dr. Ajay Kumar Singh

DOI: 10.58346/JISIS.2026.I2.004

Pages: 40-65

Keywords: Blockchain Security, IoT Security, Pharmaceutical Supply Chain, Counterfeit Drug Detection, Distributed Ledger Technology, Security Modeling.

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Bridging Philology and Linguoculturology to Analyze Idiomatic Expression Transfer in Contemporary Novels

Authors: Orif Avlayev, Durdona Lutfullaeva, Jasur Ziyamukhamedov, Dilorom Yuldasheva, Mashkhura Yuldasheva, Xayriniso Suvanova, and Diyora Tashkenbayeva

DOI: 10.58346/JISIS.2026.I2.003

Pages: 27-39

Keywords: Philology, Linguoculturology, Idiomatic Expression Transfer, Contemporary Novels, Internet Services, DPLM, Neural Machine Translation.

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Adaptive Learning Models Enhancing Digital Education Experiences

Authors: Dr.C. Vijaya Bhaskar, Dr.D. Praveen Sam, A. Afrin Khan, and Dr.R. Rajmohan

DOI: 10.58346/JISIS.2026.I2.002

Pages: 11-26

Keywords: Adaptive Learning Services, Internet-Based E-Learning, AI-Enabled Personalization, Cloud Computing, Mobile Internet Applications, Intelligent Internet Services, Education Quality.

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