Issue 4 – Journal of Internet Services and Information Security

Volume 13 Issue 4

Comparative Study of CatBoost, XGBoost, and LightGBM for Enhanced URL Phishing Detection: A Performance Assessment

Authors: Ammar Odeh, Qasem Abu Al-Haija, Abdullah Aref and Anas Abu Taleb

DOI: 10.58346/JISIS.2023.I4.001

Pages: 01-11

Keywords: CatBoost, XGBoost, LightGBM, Social Engineering.

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Integrated SVM-FFNN for Fraud Detection in Banking Financial Transactions

Authors: Dr.R. Udayakumar, Dr.P. Bharath Kumar Chowdary, Dr.T. Devi and Dr.R. Sugumar

DOI: 10.58346/JISIS.2023.I4.002

Pages: 12-25

Keywords: Fraud Detection, Financial Transactions, Support Vector Machines, Feedforward Neural Networks.

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Efficient Transit Network Design, Frequency Adjustment, and Fleet Calculation Using Genetic Algorithms

Authors: Miguel Jiménez-Carrión, Gustavo A. Flores-Fernandez and Alejandro B. Jiménez-Panta

DOI: 10.58346/JISIS.2023.I4.003

Pages: 26-49

Keywords: Genetic Algorithm, Public Transportation, Route Design, Fleet, Frequency, Computational Evolutionary Processes.

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Exploring the Convergence of Design, Security, and Human Dynamics in Social Networks in India

Authors: SenthilKumar Ilango and Dr.K. Ravichandran

DOI: 10.58346/JISIS.2023.I4.004

Pages: 50-75

Keywords: Social Networks, Design, Security, Human Factors, User Behavior and Architecture.

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The Role of Raspberry Pi in Forensic Computer Crimes

Authors: Bandr Fakiha

DOI: 10.58346/JISIS.2023.I4.005

Pages: 76-87

Keywords: Raspberry Pi, Forensics, Security, Malicious, Cybercrime.

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ECC based Authentication Approach for Secure Communication in IoT Application

Authors: S. Thanga Revathi, A. Gayathri, A. Sathya and M. Santhiya

DOI: 10.58346/JISIS.2023.I4.006

Pages: 88-103

Keywords: Internet of Things (IoT), Authentication, One Time Password (OTP), Chebyshev Polynomial.

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Strategy Indicators for Secure Software Development Lifecycle in Software Startups Based on Information Security Governance

Authors: Doddy Ferdiansyah, R. Rizal Isnanto and Jatmiko E. Suseno

DOI: 10.58346/JISIS.2023.I4.007

Pages: 104-113

Keywords: Information Security Governance, RACI Matrix, Software Startup, Strategy, Top-level Management.

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MIAS: An IoT based Multiphase Identity Authentication Server for Enabling Secure Communication

Authors: R.H. Aswathy, S. Srithar, K. Roslin Dayana, Padmavathi and P. Suresh

DOI: 10.58346/JISIS.2023.I4.008

Pages: 114-126

Keywords: IoT, Elliptic Curve Cryptography (ECC), Trusted Platform Module (TPM), Three Way Authentication Factor, Key Agreement Protocol.

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Digital Video Broadcasting T2 Lite Performance Evaluation Based on Rotated Constellation Rates

Authors: Abeer A. Kadhim, Samir J. Mohammed and Qais Al-Gayem

DOI: 10.58346/JISIS.2023.I4.009

Pages: 127-137

Keywords: RQD, Fading Channel, DVBT2 Lite.

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Deep Fraud Net: A Deep Learning Approach for Cyber Security and Financial Fraud Detection and Classification

Authors: Dr.R. Udayakumar, Dr.A. Joshi, S.S. Boomiga and Dr.R. Sugumar

DOI: 10.58346/JISIS.2023.I4.010

Pages: 138-157

Keywords: Cyber Security, Financial Fraud Prediction, Classification, Deep Learning, Fraud Detection.

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Intelligent Farming based on Uncertainty Expert System with Butterfly Optimization Algorithm for Crop Recommendation

Authors: K. Veerasamy and E.J. Thomson Fredrik

DOI: 10.58346/JISIS.2023.I4.011

Pages: 158-169

Keywords: Smart Farming, Crop Recommendation, Uncertainty Expert System, Paraconsistent Logic, Neutrosophic Logic, Butterfly Optimization Algorithm.

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A Design for Increasing the Capacity Fourfold in NB-IoT Systems using A Modified Symbol Time Compression Approach

Authors: Abdulwahid Mohammed, Hassan Mostafa and Abd El-Hady. A. Ammar

DOI: 10.58346/JISIS.2023.I4.012

Pages: 170-184

Keywords: NB-IoT, CSTC-OFDM, MSTC-OFDM, 4-MSTC-OFDM.

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A Study on the Analysis of Law Violation Data for the Creation of Autonomous Vehicle Traffic Flow Evaluation Indicators

Authors: Mi-ju Kim, Yu-bin Go, So-yeon Choi, Nam-sun Kim, Cheol-hee Yoon and Wonhyung Park

DOI: 10.58346/JISIS.2023.I4.013

Pages: 185-198

Keywords: Traffic Accident, Accident Analysis, Prevent, Roadway.

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Federated Learning and Blockchain-Enabled Privacy-Preserving Healthcare 5.0 System: A Comprehensive Approach to Fraud Prevention and Security in IoMT

Authors: Dr.B. Sindhusaranya, R. Yamini, Dr.M.A.P. Manimekalai and Dr.K. Geetha

DOI: 10.58346/JISIS.2023.I4.014

Pages: 199-209

Keywords: Federated Learning, Blockchain, Privacy Preservation, IoMT, Healthcare 5.0.

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