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

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.

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.

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.

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.

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.

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.

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.

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.

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.