Enhancing Security and Privacy in AI-Enabled IoT Smart Healthcare Devices: Practical Solutions for Protecting Patient Data

Authors: Baha Eldin Hamouda

DOI: 10.58346/JISIS.2025.I3.001

Pages: 1-17

Keywords: Internet of Things (IoT), Artificial Intelligence, Smart Healthcare, Security and Privacy, Data Encryption.

Strengthening Financial Cloud Security with ML-Driven Data Hiding Strategy

Authors: Shikha Singh, Akash Kumar Bhagat, Wamika Goyal, Dr. Shashikant Patil, M.S. Nidhya, and Dr. Mohit Sharma

DOI: 10.58346/JISIS.2025.I3.002

Pages: 18-31

Keywords: Data Hiding, Machine Learning (ML), Secured Dynamic Paillier Federated Neural Network (SDPFNN), Security, Financial, Cloud Computing.

Application-Aware Handover Decisions in 5G and Beyond

Authors: R. Sowndharya, Dr. Ahmed Hussien Ahmed, Dr. Raami Riadhusin, Vella Satyanarayana, Dr. S. Brintha Rajakumari, and Dr. P. Kumar

DOI: 10.58346/JISIS.2025.I3.003

Pages: 32-49

Keywords: Application-Aware, Handover, Decisions, 5G, Beyond 5G (B5G/6G), Mobility Management, Connectivity.

Blockchain Integrated Cloud Security: Novel AI-based Traffic Record Transaction for Financial Sectors

Authors: K. Balaji, Vaibhav Kaushik, M. Ulagammai, Lovish Dhingra, Ashish Kumar Kaushal, and Mohit Sharma

DOI: 10.58346/JISIS.2025.I3.004

Pages: 50-61

Keywords: Blockchain, Machine Learning (ML), Cloud Service, Security Attacks, Transaction Network, Financial Sectors.

Developing Identity Management and Authentication Methods for Cruise Ship Passenger Services

Authors: Krishnamurthy Kumar, K. Karthik, and Dr. Deepa Rajesh

DOI: 10.58346/JISIS.2025.I3.005

Pages: 62-77

Keywords: Identity Management, Authentication, Cruise Ships, Passenger Services, Maritime Applications, Biometric Verification, Security Systems.

Dynamic Frequency Hopping for Interference Mitigation in IoT Networks

Authors: Dr. M. Safa, Dr. S.B. Nandeeswar, Manjul Tripathi, and Dr. Mohammed H. Fallah

DOI: 10.58346/JISIS.2025.I3.006

Pages: 78-94

Keywords: Dynamic, Frequency Hopping, Interference Mitigation, IoT, Networks, Wireless Communication, Spectrum Management.

Hybrid Leader Artificial Ecosystem Based Optimization Mechanism for CH Selection and Routing

Authors: S. Pushpalatha, and K.S. Shivaprakasha

DOI: 10.58346/JISIS.2025.I3.007

Pages: 95-110

Keywords: Clustering, Leader-based Optimization, Artificial Eco-based System Optimization, Wireless Sensor Network.

Performance Evaluation of Segment Routing Protocols in Modern Networks

Authors: Dr. Vinay Kumar Sadolalu Boregowda, Dr. Rakesh Arya, Tarun Kapoor, Dr. Pratyashi Satapathy, N.G. Suma, and D. Raghavendra Gowda

DOI: 10.58346/JISIS.2025.I3.008

Pages: 111-128

Keywords: Segment Routing (SR), SR-MPLS, SRv6, Performance Evaluation, SDN, Routing Optimization, Control Plane Overhead, Segment Stack, QoS, Mininet, ONOS, Network Simulation.

A Privacy-Preserving Cloud-Based System for Cardiovascular Disease Prediction Using Lightweight Machine Learning Models

Authors: D.Cenitta, Seema Patil, K. Asha, M. Anitha, T. Sowmya, Prameetha Pai, and R. Vijaya Arjunan

DOI: 10.58346/JISIS.2025.I3.009

Pages: 129-148

Keywords: Cardiovascular Disease Prediction, Privacy-Preserving Machine Learning, Cloud Computing, Lightweight ML Models, Mobile Health (mHealth), Secure Data Transmission, Healthcare Analytics, Edge-Cloud Integration.

Load Balancing in Financial Cloud with Dynamic Task Prioritization: An Efficient Security Model Perspective

Authors: Dipti N. Kashyap, Dr. T.A. Madankar, Yoghesh Dharangutti, Dr. Sumitra Padmanabhan, R. Hannah Jessie Rani, and Divya Paikaray

DOI: 10.58346/JISIS.2025.I3.010

Pages: 149-159

Keywords: Financial Cloud System, Security, Load Balancing, Task Prioritization, Adaptive Weighted Round Robin-Based Versatile Random Forest (AWRR-VRF).

Ultra-Reliable Low Latency Wireless Systems for Industrial IoT

Authors: K.S. Santhoshkumar, Dr. V. Vanitha, Dr. Layth Hussein Jasim, M.M. Abdul Latheef, Dr. S. Subburam, and Dr. V.P. Arthanarieswaran

DOI: 10.58346/JISIS.2025.I3.011

Pages: 160-173

Keywords: URLLC, Industrial IoT, 5G NR, Edge Computing, Time-Sensitive Networking, Low Latency, Wireless Reliability.

Integrating Named Data Networking with IoT-Based Internet Architectures

Authors: Dr. Anusha Sreeram, Shubhashish Goswami, Madhur Taneja, Dr. Praveen Priyaranjan Nayak, Dr. T. Lalitha, Dr. Chunduri Madhurya, and N. Raghu

DOI: 10.58346/JISIS.2025.I3.012

Pages: 174-188

Keywords: Named Data Networking (NDN), Internet of Things (IoT), Content-Centric Networking, Data-Centric Architecture, In-Network Caching, Name-Based Routing, IoT Scalability.

Study on Identification of Trojan Horse Infections for Securing Financial Cloud

Authors: Yoghesh Dharangutti , Dr. Sumitra Padmanabhan, R. Hannah Jessie Rani, Manish Nagpal, Divya Paikaray, and Shreya Ghosal

DOI: 10.58346/JISIS.2025.I3.013

Pages: 189-199

Keywords: Cloud Computing (CC), Dynamic Analysis (DA), Detection, Trojan Horse (TH), Machine Learning (ML), Security, Adaptive Butterfly-optimised Hierarchical Random Forest (ABO-HRF).

Delay-Tolerant Mobile Internet Services in Rural and Remote Areas

Authors: Dr. B.M. Rajesh, Dr. A. Aqeel, Dr. Zaed Balasm, Vella Satyanarayana, P. Kalaimathi, and K. Raguvaran

DOI: 10.58346/JISIS.2025.I3.014

Pages: 200-217

Keywords: Delay-Tolerant, Networking, Mobile Internet, Rural, Remote, Connectivity, Access.

Novel ML-based Detection System for Identifying Malicious Pdf Documents in Financial Cloud

Authors: Dr. Prerna Mahajan, Madhur Taneja, Dr. Arun Kumar Marandi, Sohel Das, Madhur Grover, and S. Aswath

DOI: 10.58346/JISIS.2025.I3.015

Pages: 218-229

Keywords: Artificial Intelligence (AI), Software Detection, Malicious, Sparse K-Nearest Neighbour (SKNN), Financial Institutions, Cloud Security.

Traffic Offloading Strategies Using Opportunistic Wireless Networks

Authors: Dr. R. Udayakumar, Dr. Mohhamied Husaein Sallaah, Dr. K. Lakshmi Narayanan, Dr. S. Rama Sree, Dr. P.B. Edwin Prabhakar, and Dr. R. Chithra

DOI: 10.58346/JISIS.2025.I3.016

Pages: 230-244

Keywords: Mobile Data, Traffic, Wireless, Networks, Throughput, Services, and Algorithms.

AI-Enabled Cloud Security: Malicious Mining Code Recognition for Financial Sectors

Authors: Harshit Raichura, Sneha Kashyap, Dr. Divya Pant, Deepak Minhas, Solomon Jebaraj, and Pratibha Sharma

DOI: 10.58346/JISIS.2025.I3.017

Pages: 245-256

Keywords: Coupling One-Class Support Vector Machine and Monarch Butterfly Optimization (COCSVM-MBO), Malicious Mining Code, Artificial Intelligence (AI), Cloud Security, Financial Sector.

Software-Defined Mobility Management in Future Core Networks

Authors: Dr. P. Sundara BalaMurugan, S. Sabaria, Dr. Haydeer Mohamad Abbas, B. Divya, Dr. P.B. Edwin Prabhakar, and Dr. G. Vijaya Gowri

DOI: 10.58346/JISIS.2025.I3.018

Pages: 257-271

Keywords: Software-Defined, Mobility Management, Future Networks, 5G, Core Network, SDN, Network Virtualization.

An Innovative Key Encryption Approach for Optimizing Cloud Security in Financial Applications

Authors: Syed Rashid Anwar, Gadug Sudhamsu, U. Adars, Abhinav Mishra, Kshipra Jain, and Jaskirat Singh

DOI: 10.58346/JISIS.2025.I3.019

Pages: 272-283

Keywords: Data Security, Deduplication, Financial, Cloud Service Provider (CSP), Content-Defined Chunking (CDC), Attribute-Based Encryption with Adaptive Elephant Herding Optimization (ABE+AEHOA).

The Future of Trade: How Startups are Transforming Customs with AI and Internet Security Solutions

Authors: Marta Sarvas, Solomiya Ohinok, Ihor Kulyniak, and Ivanna Havrylyuk

DOI: 10.58346/JISIS.2025.I3.020

Pages: 284-297

Keywords: Artificial Intelligence, Blockchain, Customs Modernization, Cybersecurity, International Trade, Machine Learning, Risk Management, Startups, Supply Chain Security, Zero Trust Architecture.

Secure Wireless Connectivity Frameworks for Financial Internet Services

Authors: Dr. K. Vinutha, Sivaprasad Lebaka, Mani Rajakumar, Zaid Ajzan Alsalami, Siroj Zarina Rustambekovna, and D. Dhanasekaran

DOI: 10.58346/JISIS.2025.I3.021

Pages: 298-317

Keywords: Wireless Connectivity, Financial Services, Security Framework, Encryption, Authentication, Cybersecurity, Intrusion Detection.

An Advanced Financial Cloud Security System with AI-based Data Fragmentation and Replication

Authors: Dr. Atmaram F. Shelke, Sujit Dhanuka, K. Soumya, Dr. Arvind Kumar Pandey, Shikhar Gupta, and Nipun Setia

DOI: 10.58346/JISIS.2025.I3.022

Pages: 318-328

Keywords: Data Fragmentation and Replication, Financial Cloud Security System, Virtual Machines (Vm) and Improved Butterfly Optimized Finite Elliptic Curve Cryptography (IBO-FECC).

Secure Authentication Protocols for High-Mobility Environments

Authors: Dr. P. Preetha, Dr. Zaeid Ajsan Salami, Dr. R. Ramkumar, S.S. Vidhya, S. Seethalakshmi, and Dr. M. Sangeetha

DOI: 10.58346/JISIS.2025.I3.023

Pages: 329-343

Keywords: Mobile, Application, Identity-Based Cryptography, Certificateless Cryptography, Key Exchange, and Protocol.

Scalable IPv6 Transition Mechanism for Future Internet Architecture

Authors: Sukhman Ghumman, Dr. Biswaranjan Swain, Riya Sanjesh, Dr. Husnabad Venkateswara Reddy, Dr. Kuthalingam Venkadeshwaran, and Digvijay Singh

DOI: 10.58346/JISIS.2025.I3.024

Pages: 344-361

Keywords: IPv6 Transition, SDN, NFV, NAT64, Dual-Stack, SRv6, Future Internet Architecture, Scalability, Network Programmability, Protocol Translation.

Reinforcement Learning-Based Power Control in Dense WLAN Environments

Authors: Dr. K. Syed Kousar Niasi, Dr. R. Shanthi, Dr. Ramy Read Hossain, and Dr. S. Rama Sree

DOI: 10.58346/JISIS.2025.I3.025

Pages: 362-376

Keywords: Reinforcement Learning, Power Control, Dense WLAN, Markov Decision Process, Wireless Networks, Energy Efficiency, Network Optimization.

Adaptive Routing Architecture Using ASDN in Core Internet Infrastructure

Authors: Sunny Verma, Sulabh Mahajan, Dr. Dibya Ranjan Das Adhikary, M. Pushpalatha, Dr. Y. Vijayalata, and Dr. M.P. Sunil

DOI: 10.58346/JISIS.2025.I3.026

Pages: 377-393

Keywords: Adaptive Routing, Software-Defined Networking (SDN), Core Internet Infrastructure, ASDN-ARA, Network Telemetry, Reinforcement Learning, Segment Routing, ISP Networks, Dynamic Path Optimization.

Network Slice Management in Mobile Internet for Critical Applications

Authors: Dr.A. Vaideghy, Dr. Haayder M. Abbas, Hiader Shreef, Anu Treesa George, R. Anitha, and Dr. Nidhi Mishra

DOI: 10.58346/JISIS.2025.I3.027

Pages: 394-407

Keywords: 5G Network Slicing, Network Slice Management, Ultra-Reliable Low-Latency Communication (URLLC), Autonomous Vehicles, Industrial Automation, Quality of Service (Qos), Resource Allocation, Slice Isolation, Simulation Study.

Quantum Resilient Cryptographic Protocols in Modern Networks

Authors: Dr. Shanthi Makka, Dr. Ezhilarasan Ganesan, Shubhashish Goswami, Wamika Goyal, Dr. Prabhat Kumar Sahu, and Ashishika Singh

DOI: 10.58346/JISIS.2025.I3.028

Pages: 408-422

Keywords: Post-Quantum Cryptography (PQC), Quantum-Resilient Networks, Lattice-Based Encryption, Hybrid Key Exchange, TLS 1.3, Kyber, Dilithium, Quantum Threat Mitigation, Secure Key Management, SDN Security.

Integrating MEC with Mobile Internet for Context-Rich Services

Authors: Dr. S. Samson Dinakaran, Dr. Muhamed Ehssan, Dr. Benjamin Jones Abraham, Dr. D. Kishore, Dr. K. Alagarraja, and Ashu Nayak

DOI: 10.58346/JISIS.2025.I3.029

Pages: 423-436

Keywords: Mobile Edge Computing, Context-Aware Services, Mobile Internet Architecture, Real-Time Data Analytics, and Smart City Applications.

Exploring Secure SCADA Frameworks for Coastal Power Grids and Offshore Platforms

Authors: Rajendran Palanivelu, and Yeshwanth Raj

DOI: 10.58346/JISIS.2025.I3.030

Pages: 437-448

Keywords: SCADA Systems, Cybersecurity, Coastal Power Grids, Offshore Platforms, Maritime Infrastructure, Secure Communication, Critical Infrastructure Protection.

Energy-Aware Protocol Design for Green Internet Architecture

Authors: Dr. Kuppala Saritha, Shaik Imam Saheb, K.N. Raja Praveen, Pravesh Belwal, Ayush Gandhi, and Dr. Bichitrananda Patra

DOI: 10.58346/JISIS.2025.I3.031

Pages: 449-464

Keywords: Green Internet Architecture, Energy-Aware Protocols, Networking Sustainability, GEAR Model, Software Defined Networking (SDN), Routing with Reduced Energy Expenditure, Integration of Renewable Energies, Eco-routing, Network Optimization Strategies, Green Computation.

Modified CNN Learning Model for Tetouan City Energy Consumption Prediction

Authors: Zahraa Talib, Dr. Laith Ali Abdul Rahaim, and Dr. Anwer S. Aljuboury

DOI: 10.58346/JISIS.2025.I3.032

Pages: 465-479

Keywords: Energy Consumption Prediction, Convolutional Neural Network, Deep Learning, Load Forecasting, Dataset.

Comparative Study of Next-Generation Internet Protocols: RINA vs. IP

Authors: Dr. Satya Ranjan Das, Dr. Syed Siraj Ahmed, E.R. Aruna, Dr. V.N. Trupti, Rahul Bhatt, and Dikshit Sharma

DOI: 10.58346/JISIS.2025.I3.033

Pages: 480-494

Keywords: Recursive Inter Network Architecture (RINA), Internet Protocol (IP), Network Architecture, Quality of Service (QoS), Scalability, Network Security, Next-Generation Internet.

Impact of Network Virtualization on Application Performance Metrics

Authors: Dr. Rami Ryad Hossein, D.M. Malathi, Dr. M. Durgarani, Sudharsana Vijayan, T. Sriaruna Kameshwaran, and Dr. Priya Vij

DOI: 10.58346/JISIS.2025.I3.034

Pages: 495-505

Keywords: Network Virtualization, Application Performance, Latency, Throughput, SDN, NFV, Resource Utilization.

Autonomous Control Loops for Self-Healing Internet Backbone Architectures

Authors: Mridula Gupta, Dr. Sarita Mohapatra, Battula Bhavya, Dr. Ravula Arun Kumar, R. Savitha, and Bichitra Singh Negi

DOI: 10.58346/JISIS.2025.I3.035

Pages: 506-522

Keywords: Autonomous Networking, Self-Healing Systems, Internet Backbone, Control Loop Architecture, Fault Tolerance, Machine Learning, Feedback Mechanisms, Network Resilience.

Modeling and Assessing Cyber Threats in Cloud-Based Vessel Traffic Management Systems

Authors: Yeshwanth Raj, and Rajendran Palanivelu

DOI: 10.58346/JISIS.2025.I3.036

Pages: 523-538

Keywords: Cybersecurity, Vessel Traffic Management Systems (VTMS), Cloud Computing, Threat Modeling, Maritime Security, Cyber Threat Assessment, Critical Infrastructure Protection.

Cyber Security Identification Model Over an Ensemble Deep Learning System in IoT Networks

Authors: Boyella Mala Konda Reddy, Dr. A. Abdul Azeez Khan, Dr. K. Javubar Sathick, and Dr. L. Arun Raj

DOI: 10.58346/JISIS.2025.I3.037

Pages: 539-559

Keywords: IOT, Cyber Security, Deep Learning, CNN, Optimization, Long Short-Term Memory, Elman Neural Network.

Edge-Aware Routing Protocols for Low-Latency Internet Services

Authors: Anita Walia, Dhajvir Singh Rai, Ansh Kataria, Dr. Sarbeswar Hota, Dr. Jayanthi Kamalashekaran, and Dr. Reddy Saisindhutheja

DOI: 10.58346/JISIS.2025.I3.038

Pages: 560-572

Keywords: Edge-Aware Routing, Low-Latency, Internet Services, Real-Time Applications, Edge Computing, Network Traffic Optimization, Latency Reduction, Routing Protocols, Content-Aware Routing, Scalability, Edge Nodes, Network Topology.

Characterizing Latency Inflation in Mobile and Satellite Internet Connections

Authors: Dr. Muhamed Husseyn, Dr. G. Saranya, Dr. K. Babu, Dr. D. Kishore, and K. Kiruthikadevi

DOI: 10.58346/JISIS.2025.I3.039

Pages: 573-586

Keywords: Latency Inflation, Mobile Networks, Satellite Internet, Network Performance, 5G, LEO Satellites, Real-Time Applications.

Evolution of Protocol Architectures in Multi-Domain Cloud Environments

Authors: Dr. Anusha Sreeram, Dr. Gagandeep Arora, Dr. V. Pushparajesh, Sachin Sharma, Pratibha Sharma, Ashwika Rathore, and P.K. Sreelatha

DOI: 10.58346/JISIS.2025.I3.040

Pages: 587-601

Keywords: Cloud Computing, Multi-Domain Cloud, Protocol Architecture, Interoperability, Scalability, Cloud Security, SDN, NFV, Edge Computing, Cloud Integration, Cloud Service Orchestration, Network Protocols, Hybrid Cloud, Cloud Evolution.

Tiny ML-Enabled Energy-Efficient Intrusion Detection System for Sustainable IoT Security in Green Cybersecurity Ecosystems

Authors: Rajalakshmi Selvaraj, Venu Madhav kuthadi, Dr. S. Baskar, and Roberto Acevedo

DOI: 10.58346/JISIS.2025.I3.041

Pages: 602-625

Keywords: Tiny ML, Intrusion Detection System, Energy-Efficient Security, Sustainable IOT Security, Green Cybersecurity, Micro-Neural Networks, Anomaly Detection, Eco-Friendly Digital Security.

An Innovative AI-driven Autotuning and Autoselection for Intelligent Financial Cloud Security

Authors: Dr. Trupti Manish Rathi, Dr. Ashutosh Panchbhai, Dr. Arvind Kumar Pandey, Kshipra Jain, R. Hannah Jessie Rani, and Dr. Anita Sable

DOI: 10.58346/JISIS.2025.I3.042

Pages: 626-638

Keywords: Autotuning and Selection, Machine Learning (ML), Financial Cloud Security.

Evaluating Key Management Protocols for Secure Ship-to-Shore Communication in Maritime IoT Environments

Authors: P. Rajan, K. R. Chidambaram, and Dr. Deepa Rajesh

DOI: 10.58346/JISIS.2025.I3.043

Pages: 639-652

Energy-Conscious Mobility Solutions for Drone-Based Internet Access

Authors: Dr.M. Murugesan, Dr. Mohammed Al-Farouni, Dr.P. Manojkumar, T. Tintu George, R. Sathiya Priya, and S. Hari Prasadh

DOI: 10.58346/JISIS.2025.I3.044

Pages: 653-670

Keywords: UAV-based Internet Access, Energy-Efficient Drone Mobility, Emergency Communication Networks, Adaptive Flight Scheduling, and Disaster Recovery Connectivity.

Investigating Privacy and Anonymity Solutions in Smart Port Urban Computing Environments

Authors: Mani Raja Kumar and K. Neppolian

DOI: 10.58346/JISIS.2025.I3.045

Pages: 671-685

Keywords: Smart Ports, Urban Computing, Privacy Preservation, Anonymity Techniques, Data Security, Blockchain Technology, Maritime IoT.

Financial Institutions Phishing Attack Protection Measures

Authors: Wang Wei Ming

DOI: 10.58346/JISIS.2025.I3.046

Pages: 686-703

Keywords: Phishing, Cybersecurity, Blacklist, Information Security, Pharming.

Channel Modeling for Internet Services in High-Rise Urban Areas

Authors: Dr. S. Raja, Dr. D. Ravindran, Dr. Montader M. Hasan, Dr. Shailaja Mantha, Dr. T. Saravanan, and V. Indumathi

DOI: 10.58346/JISIS.2025.I3.047

Pages: 704-717

Keywords: High-rise Environments, Wireless Signal Propagation, Hybrid Channel Modeling, Simulation and Measurement, Urban Connectivity, 5G and IoT, ISP Planning.

AI-Enabled Forecasting and Isolation Forest-Based Detection of CBF Flow Anomalies in Secure Internet Architectures

Authors: Dr. S.N. Rekha, Dr. J. Narendra Babu, Dr. A. Sathish, Dr. M. Vijaya Lakshmi, L. Lakshmaiah, and Dr. D. Nageswara Rao

DOI: 10.58346/JISIS.2025.I3.048

Pages: 718-729

Keywords: AI-Enabled Forecasting, Isolation Forest, Anomaly Detection, Secure Internet Architecture, CBF Traffic, Machine Learning, Cybersecurity.