Journal of Internet Services and Information Security最新文献_第3页

Integrated SVM-FFNN for Fraud Detection in Banking Financial Transactions 用于银行金融交易欺诈检测的集成 SVM-FFNN

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.002

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

引用次数: 0

Efficient Transit Network Design, Frequency Adjustment, and Fleet Calculation Using Genetic Algorithms 利用遗传算法进行高效公交网络设计、频率调整和车队计算

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.003

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

{"title":"Efficient Transit Network Design, Frequency Adjustment, and Fleet Calculation Using Genetic Algorithms","authors":"Miguel Jiménez-Carrión, Gustavo A. Flores-Fernandez, Alejandro B. Jiménez-Panta","doi":"10.58346/jisis.2023.i4.003","DOIUrl":"https://doi.org/10.58346/jisis.2023.i4.003","url":null,"abstract":"The main objective of this study was to implement a computational prototype in two stages: the first stage primarily focused on generating efficient routes based on an evolutionary algorithm. In other words, the complex computational problem was solved in the first stage. The second stage then shifted its focus towards determining the fleet size and frequencies using an allocation algorithm. This approach was designed to address the complex combinatorial search problem within a public transportation network. In the first stage, the prototype utilizes the metaheuristic known as Genetic Algorithms (GA). Within the GA operators, an innovative method called \"aggregated crossover\" is employed, with an additional mutation procedure that maintains feasible descendants. In the second stage, an allocation algorithm is used, taking into account the routes generated in the first stage. The results demonstrate that in the first stage, the GA metaheuristic consistently delivers highly efficient routes in each run, confirming that the combinatorial complexity of the problem is effectively resolved in this initial phase. These results were validated on Mandl's Swiss Road network, showing superior solutions compared to those presented in previous studies. Notably, the execution time for this process is only 35 minutes.","PeriodicalId":36718,"journal":{"name":"Journal of Internet Services and Information Security","volume":"115 33","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138607338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Role of Raspberry Pi in Forensic Computer Crimes 树莓派在计算机犯罪取证中的作用

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.005

B. Fakiha

引用次数: 0

Exploring the Convergence of Design, Security, and Human Dynamics in Social Networks in India 探索印度社交网络中设计、安全和人文动态的融合

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.004

SenthilKumar Ilango, Ravichandran Dr.K.

{"title":"Exploring the Convergence of Design, Security, and Human Dynamics in Social Networks in India","authors":"SenthilKumar Ilango, Ravichandran Dr.K.","doi":"10.58346/jisis.2023.i4.004","DOIUrl":"https://doi.org/10.58346/jisis.2023.i4.004","url":null,"abstract":"This Exploration dives into the complex exchange between social networks, zeroing in on their design, security measures, and the impact of human factors. As social networks keep on molding present day correspondence and connection, understanding their elements turns out to be progressively pivotal. The examination investigates the architecture and user-focused design rules that improve user experiences, encourage community associations, and empower self-expression. All the while, the review tends to the squeezing security challenges presented by these platforms, dissecting risks like identity theft and misinformation dispersal, and proposing techniques for powerful encryption and data protection. Moreover, the review digs into the domain of human behavior and brain research, clarifying how individual inspirations, cognitive biases, and social standards add to content creation, sharing, and commitment inside social networks. The bits of knowledge acquired give a complete perspective on what user activities mean for network elements and the development of online networks. By exploring these aspects, the review expects to illuminate platform developers and policymakers, offering important direction on upgrading design, carrying out powerful security measures, and figuring out user behavior. Eventually, this examination adds to an all-encompassing comprehension of social networks, introducing a diverse investigation of design, security, and human factors. The discoveries guide the advancement of more user-centric, secure, and socially significant social organization platforms that line up with user inclinations and contribute decidedly to the digital landscape.","PeriodicalId":36718,"journal":{"name":"Journal of Internet Services and Information Security","volume":"29 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138606456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

ECC based Authentication Approach for Secure Communication in IoT Application 物联网应用中基于 ECC 的安全通信认证方法

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.006

S. T. Revathi, Gayathri A., Sathya A., Santhiya M.

{"title":"ECC based Authentication Approach for Secure Communication in IoT Application","authors":"S. T. Revathi, Gayathri A., Sathya A., Santhiya M.","doi":"10.58346/jisis.2023.i4.006","DOIUrl":"https://doi.org/10.58346/jisis.2023.i4.006","url":null,"abstract":"Internet of Things (IoT) is an advanced applied science in recent years that enables communication among humans and smart components or among Internet-based components. Besides, IoT provides affiliation of physical and virtual elements that are fully controlled by different kinds of hardware, software, and interaction advancements. Though numerous methods of IoT offer many advantages to our day-to-day routine, it also possesses huge security weaknesses. The traditional methods are vulnerable to a huge range of attacks. Hence, establishing safe and effective security alternatives for the IoT environment remains as a main challenge and the major risk in this security solution is to transfer significant information in a secure manner. To address such limitations, an effective authentication approach named CHEK-based authentication methodology is devised for secure communication in IoT. The proposed authentication scheme consists of four steps and the authentication approach is developed by considering various security operations like hashing, encryption, secret key pairs, passwords, and so on. Moreover, the CHEK-based authentication scheme provides promising solution with minimum computational cost of 16.541 and minimum memory usage of 72.3MB.","PeriodicalId":36718,"journal":{"name":"Journal of Internet Services and Information Security","volume":"42 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138606751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Digital Video Broadcasting T2 Lite Performance Evaluation Based on Rotated Constellation Rates 基于旋转星座率的数字视频广播 T2 Lite 性能评估

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.009

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

引用次数: 0

Intelligent Farming based on Uncertainty Expert System with Butterfly Optimization Algorithm for Crop Recommendation 基于不确定性专家系统的智能农业与用于作物推荐的蝴蝶优化算法

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.011

Veerasamy K., E.J. Thomson Fredrik

{"title":"Intelligent Farming based on Uncertainty Expert System with Butterfly Optimization Algorithm for Crop Recommendation","authors":"Veerasamy K., E.J. Thomson Fredrik","doi":"10.58346/jisis.2023.i4.011","DOIUrl":"https://doi.org/10.58346/jisis.2023.i4.011","url":null,"abstract":"Meeting the current population's food demands has become challenging, given the rising population, frequent climate fluctuations, and limited resources. Smart farming, also known as precision agriculture, has emerged as an advanced approach to tackle modern challenges in crop production. At the heart of this cutting-edge technology is machine learning, serving as the driving force behind its implementation. Though, there are many algorithms are available in crop prediction process, the problem of predicting vague information is still a challenging issue. Unfortunately, existing algorithms mostly avoids the complicated instances in crop recommendation dataset by not handling them effectively, due to imbalance class distribution. Hence in this research work to conduct an intelligent farming, two different uncertain theories are adopted to handle the issue of vagueness in appropriate recommendation of crop by considering soil fertility and climatic condition. The proposed is developed based on uncertainty expert system with both neutrosophicalparaconsistent inference model. The neutrosophic inference model is integrated with the paraconsistent logic to overcome the problem of uncertainty in prediction of appropriate crop by representing the factors in terms of certainty degree and contradiction degree. The rule generated by paraconsistent model is validated to improve the accuracy of crop prediction by fusing the knowledge of butterfly optimization algorithm. The nectar searching behavior of the butterflies are used for searching potential rules as a validation process. With the pruned rules generated by uncertainty expert model, the suitable crop is predicted more accurately compared to the other existing prediction models.","PeriodicalId":36718,"journal":{"name":"Journal of Internet Services and Information Security","volume":"14 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138607127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Deep Fraud Net: A Deep Learning Approach for Cyber Security and Financial Fraud Detection and Classification Deep Fraud Net：用于网络安全和金融欺诈检测与分类的深度学习方法

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.010

Udayakumar R., Joshi A., Boomiga S.S., Sugumar R.

{"title":"Deep Fraud Net: A Deep Learning Approach for Cyber Security and Financial Fraud Detection and Classification","authors":"Udayakumar R., Joshi A., Boomiga S.S., Sugumar R.","doi":"10.58346/jisis.2023.i4.010","DOIUrl":"https://doi.org/10.58346/jisis.2023.i4.010","url":null,"abstract":"Given the growing dependence on digital systems and the escalation of financial fraud occurrences, it is imperative to implement efficient cyber security protocols and fraud detection methodologies. The threat's dynamic nature often challenges conventional methods, necessitating the adoption of more sophisticated strategies. Individuals depend on pre-established regulations or problem-solving processes, which possess constraints in identifying novel and intricate fraudulent trends. Conventional techniques need help handling noise data and the substantial expenses incurred by false positives and true positives. To tackle these obstacles, the present study introduces Deep Fraud Net, a framework that utilizes deep learning to detect and classify instances of financial fraud and cyber security threats. The Deep Fraud Net system model entails the utilization of a deep neural network to acquire intricate patterns and characteristics from extensive datasets through training. The framework integrates noise reduction methods to enhance the precision of fraud detection and improve the quality of input data. The Deep Fraud Net method attains a precision of 98.85%, accuracy of 93.35%, sensitivity of 99.05%, specificity of 93.16%, false positive rate of 7.34%, and true positive rate of 89.58%. The findings suggest that Deep Fraud Net can effectively detect and categorize instances of fraudulent behavior with a reduced occurrence of misclassifications. The method exhibits potential implications for diverse domains that prioritize robust security and fraud detection, including but not limited to banking, e-commerce, and online transactions.","PeriodicalId":36718,"journal":{"name":"Journal of Internet Services and Information Security","volume":"112 47","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138607495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

MIAS: An IoT based Multiphase Identity Authentication Server for Enabling Secure Communication MIAS：基于物联网的多相身份验证服务器，实现安全通信

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.008

Aswathy R.H., Srithar S., K. R. Dayana, Padmavathi Padmavathi, Suresh P.

{"title":"MIAS: An IoT based Multiphase Identity Authentication Server for Enabling Secure Communication","authors":"Aswathy R.H., Srithar S., K. R. Dayana, Padmavathi Padmavathi, Suresh P.","doi":"10.58346/jisis.2023.i4.008","DOIUrl":"https://doi.org/10.58346/jisis.2023.i4.008","url":null,"abstract":"Internet of Things (IoT) provides an imminent floor to exchange information and enhance communication technology using embedded devices that are too sophisticated daily and deployed in diverse fields of life. The colossal volume of sensors employed within IoT application leads to disperse an enormous amount of data in the open air. The rudimentary facet of IoT enabled technologies having the pitfall, security. It is a practical problem in terms of networking, application and communication. Since the resource constraint feature of IoT enabled technology, both security and efficiency can be balanced. The effective algorithm builds over Elliptic Curve Cryptography (ECC) provides an effective solution due to its small key size. The sensor node in this scheme is incorporated with TPM to protect the system in crucial IoT applications. In this proposed work, a three-way authentication factor with key agreement protocol proposed with consecutive phases such as registration, login, authentication, and access control. The security assessment of the proposed scheme with diverse attacks are elaborated and the computation overhead compared with related schemes.","PeriodicalId":36718,"journal":{"name":"Journal of Internet Services and Information Security","volume":"13 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138607000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Design for Increasing the Capacity Fourfold in NB-IoT Systems using A Modified Symbol Time Compression Approach 使用修改后的符号时间压缩方法将 NB-IoT 系统容量提高四倍的设计

Journal of Internet Services and Information Security Pub Date : 2023-12-02 DOI: 10.58346/jisis.2023.i4.012

A. Mohammed, Hassan Mostafa, Abd El-Hady. A. Ammar

{"title":"A Design for Increasing the Capacity Fourfold in NB-IoT Systems using A Modified Symbol Time Compression Approach","authors":"A. Mohammed, Hassan Mostafa, Abd El-Hady. A. Ammar","doi":"10.58346/jisis.2023.i4.012","DOIUrl":"https://doi.org/10.58346/jisis.2023.i4.012","url":null,"abstract":"One of the most significant obstacles facing the Internet of Things (IoT) is how to offer support for communication to an expanding number of linked items. Narrow-band Internet of Things (NB-IoT), which is currently an aspect of fifth-generation (5G), is a new narrow-band wireless communication technology that has evolved in recent years to address this issue. To save power, NB-IoT currently exploits modulation schemes that are characterized by low order to deliver low data rate. However, as the number of applications dependent on data rate increases, NB-IoT needs to use data rate improvement technologies that do not consume additional power. This paper proposes a design for quadrupling the total number of linked items in the NB-IoT system using a symbol time compression methodology. A modified symbol time compression (MSTC) approach is specifically suggested, which could preserve 75% of the bandwidth (BW) by reducing the symbol time to a quarter (25%). This study suggests a design that uses the MSTC method four times in orthogonal frequency division multiplexing (4-MSTC-OFDM) to take advantage of the unused bandwidth and has the capability to deliver a quadruple quantity of information in comparison to the standard OFDM system. Simulations show that the suggested design (4-MSTC-OFDM) lowers the signal-to-noise ratio (SNR) by 3.9 dB (at BER = 10-6) and 4.4 dB (at BER = 10-4) compared to the OFDM system with 16-QAM (16-QAM-OFDM) when sending the same amount of data over the Rayleigh fading channel and additive white Gaussian noise channel (AWGN). Moreover, the results of simulations indicate that the proposed design possesses an identical BER as the conventional OFDM technique, implying that using the suggested method does not degrade the BER.","PeriodicalId":36718,"journal":{"name":"Journal of Internet Services and Information Security","volume":"121 46","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138607073","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0