Issue 4 – Journal of Internet Services and Information Security

Volume 12 Issue 4

COORDINATE: A model to analyse the benefits and costs of coordinating cybercrime

Authors: Tom Meurs, Marianne Junger, Abhishta Abhishta, Erik Tews and Emma Ratia

DOI: 10.58346/JISIS.2022.I4.001

Pages: 1-22

Keywords: Coordination, DDoS, Phishing, Ransomware

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Assessing the Relevance of Cybersecurity Training and Policies to Prevent and Mitigate the Impact of Phishing Attacks

Authors: Luis Pinto, Cesar Brito, Victor Marinho and Pedro Pinto

DOI: 10.58346/JISIS.2022.I4.002

Pages: 23-38

Keywords: Cybersecurity, Phishing, Attacks, Training, Policies, Social Engineering

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Robotics 4.0 : Challenges and Opportunities in the 4th Industrial Revolution

Authors: Ho Lee, John Laurence Enriquez, and Geon Lee

DOI: 10.58346/JISIS.2022.I4.003

Pages: 39-55

Keywords: Robotics, Robotics 4.0, AI, Content Analysis

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Modeling Network Traffic via Identifying Encrypted Packets to Detect Stepping-stone Intrusion under the Framework of Heterogonous Packet Encryption

Authors: Jianhua Yang, Noah Neundorfer and Lixin Wang

DOI: 10.58346/JISIS.2022.I4.004

Pages: 56-73

Keywords: Stepping-stone, Intrusion detection, Modelling network traffic, Heterogeneous packet encryption

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"Smart Mobile Civic" based on the Project Citizen Model as an Effort to Optimize Citizenship Learning in the Independent Campus Era

Authors: Anita Trisiana and Reviana Dwi Hesti Utami

DOI: 10.58346/JISIS.2022.I4.005

Pages: 74-83

Keywords: National Character, Smart Mobile Civic, Project Citizen, Citizenship, Independent Campus

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Facial Skin Texture and Distributed Dynamic Kernel Support Vector Machine (DDKSVM) Classifier for Age Estimation in Facial Wrinkles

Authors: V. Hemasree and Dr.K. Sundeep Kumar

DOI: 10.58346/JISIS.2022.I4.006

Pages: 84-101

Keywords: Face Wrinkles Detection and Age Estimation with Image Processing (FWDAE-IP), Adaptive Local Ternary Pattern (ALTP), Distributed Dynamic Kernel Support Vector Machine (DDKSVM), Age Estimation, Skin Texture, and Classifier.

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Malware Detection Using Convolutional Neural Network, A Deep Learning Framework: Comparative Analysis

Authors: Nana Kwame Gyamfi, Nikolaj Goranin, Dainius Ceponis and Habil Antanas Cenys

DOI: 10.58346/JISIS.2022.I4.007

Pages: 102-115

Keywords: Convolutional Neural Network, Deep Learning, Malware, Particle Swarm Optimization, Principal Component Analysis.

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Deep Anomaly Net: Detecting Moving Object Abnormal Activity Using Tensor Flow

Authors: Ebtesam Shadadi, Saahira Ahamed, Latifah Alamer and Mousa Khubrani

DOI: 10.58346/JISIS.2022.I4.008

Pages: 116-125

Keywords: Deep Learning, CNN, LSTM, Object Detection, Prediction.

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Transformation Requirement Pattern for Capturing Data-Intensive Applications Requirements

Authors: Renita Raymond and Margret Anouncia Savarimuthu

DOI: 10.58346/JISIS.2022.I4.009

Pages: 126-138

Keywords: Transformation Requirement Pattern, Transittion Requirements, Requirement Reuse, Data-Intensive Systems, Requirement Engineering.

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Gesture Phase Segmentation Dataset: An Extension for Development of Gesture Analysis Models

Authors: Raúl A. Sánchez-Ancajima, Sarajane Marques Peres, Javier A. López-Céspedes, José L. Saly-Rosas-Solano, Ronald M. Hernández and Miguel A. Saavedra-López

DOI: 10.58346/JISIS.2022.I4.010

Pages: 139-155

Keywords: Dataset, Gesture Studies, Phases of Gesture, Gesture Segmentation.

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An Ensembled Optimization Algorithm for Secured and Energy Efficient Low Latency MANET with Intrusion Detection

Authors: P. Vijayan, Dr.P. Anbalagan and Dr.S. Selvakumar

DOI: 10.58346/JISIS.2022.I4.011

Pages: 156-163

Keywords: MANET, Chimp Optimization, Grasshopper Optimization, Naïve Bayes, Intrusion Detection.

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Performance of RoF-MMW-WDM Backhaul System based on Hybrid Optical OFDM Transportation Enabling 128-QAM Format for B5G Communication Networks

Authors: Musaddak M. Abdul Zahra and Laith A. Abdul-Rahaim

DOI: 10.58346/JISIS.2022.I4.012

Pages: 164-176

Keywords: Hybrid Systems, QAM, RoF, OFDM, MMW, B5G.

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Crop Yield Prediction by Integrating Et-DP Dimensionality Reduction and ABP-XGBOOST Technique

Authors: A. Radhika and Dr.M. Syed Masood

DOI: 10.58346/JISIS.2022.I4.013

Pages: 177-196

Keywords: Agriculture, Crop Yield Prediction, Preprocessing, Analysis of Variance (ANOVA), Ensemble Threshold-based Data Perturbation Feature Selection (ET-DPFS), Coefficient Vector based Mayfly Optimization (CV-MO), Median Absolute Deviation based LASSO (MAD-LASSO), HE Weight Initialization based Relief (HEwint-Relief) and Alpha-Beta Pruning based Extreme Gradient Boosting (ABP-XGBOOST).

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Beta Testing Techniques in Non-Functional Testing of Gamified Learning Applications for Lecture Learning Media During the Covid-19 Pandemic

Authors: Fata Nidaul Khasanah, Dhian Tyas Untari, David Nurmanto, Budi Satria, Tulus Sukreni and Timorora Sandha Perdhana

DOI: 10.58346/JISIS.2022.I4.014

Pages: 197-203

Keywords: Gamification Learning, Non-Functional Testing, Beta Testing.

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An Adaptive Density Peak Clustering with Swarm Intelligence Algorithm for Detection of Overlapping Communities in Social Networks

Authors: R. Suganthi and Dr. K. Prabha

DOI: 10.58346/JISIS.2022.I4.015

Pages: 204-223

Keywords: Community Detection, Sentiment Analysis, Adaptive Density Peak Clustering (ADPC) with Modified Dragonfly Optimization (MDO) Algorithm, Dendrograms and Consensus Matrix.

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A Distributed Deep Meta Learning based Task Offloading Framework for Smart City Internet of Things with Edge-Cloud Computing

Authors: Manvitha Gali and Aditya Mahamkali

DOI: 10.58346/JISIS.2022.I4.016

Pages: 224-237

Keywords: Internet of Things, bandwidth, Edge Computing, Task Offloading, Deep Neural Network, Meta Learning and Offloading Strategy.

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Gamification: Is E-next Learning’s Big Thing

Authors: Sherin Eliyas and P. Ranjana

DOI: 10.58346/JISIS.2022.I4.017

Pages: 238-245

Keywords: E-Learning, Gamification, Motivation, Engagement, Advantages of Gamification.

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A Data Integrity and Security Approach for Health Care Data in Cloud Environment

Authors: A. Sonya and G. Kavitha

DOI: 10.58346/JISIS.2022.I4.018

Pages: 246-256

Keywords: Security, Cloud Environment, Authentication, Authorization, Data Integrity, CIAM, OAuth 2.0.

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