ASPG Menu
search

American Scientific Publishing Group

Research Feed

Found 3836 matches for "All Articles"

A Review on Distributed Denial of Service Detection in Software Defined Network

Network security has become considerably essential because of the expansion of the internet of things (IoT) devices. One of the greatest hazards of today's networks is distributed denial of service (DDoS) attacks, which could destroy critical network services. Recently numerous IoT devices are unsuspectingly attacked by DDoS. To securely manage IoT equipment, researchers have introduced software-defined networks (SDN).  This paper aims to analyze and discuss machine learning-based systems for SDN security networks from DDoS attacks. The results have indicated that the algorithms for machine learning can be used to detect DDoS attacks in SDN efficiently. From machine learning approaches, it can be explored that the best way to detect DDoS attacks is based on utilizing deep learning procedures. Moreover, analyze the methods that combine it with other machine learning techniques. The most benefits that can be achieved from using deep learning methods are the ability to do both feature extraction along with data classification; the ability to extract specific information from partial data. Nevertheless, it is appropriate to recognize the low-rate attack, and it can get more computation resources than other machine learning where it can use a graphics processing unit (GPU) rather than a central processing unit (CPU) for carrying out the matrix operations, making the processes computationally effective and fast.

groups
Khadija Shazly mail -
Dina A. Salem mail -
Nacereddine Hammami mail -
Ahmed I. B. ElSeddawy mail
link https://doi.org/10.54216/IJWAC.050201

Volume & Issue

Vol. Volume 5 / Iss. Issue 2

Details open_in_new

On the Conditions of Imperfect Neutrosophic Duplets and Imperfect Neutrosophic Triplets

In any neutrosophic ring R(I), an imperfect neutrosophic duplet consists of two elements x,y with a condition xy=yx=x and an imperfect neutrosophic triplet consists of three elements x,y,z with condition xy=yx=x,yz=zy=z,and xz=zx=y. The objective of this paper is to determine the necessary and sufficient conditions for neutrosophic duplets and triplets in any neutrosophic ring R(I), and to determine all triplets in Z(I).

groups
Hamiyet Merkepci mail -
Katy D. Ahmad mail
link https://doi.org/10.54216/GJMSA.020201

Volume & Issue

Vol. Volume 2 / Iss. Issue 2

Details open_in_new

The Application of AH-Isometry in the Study of Neutrosophic Conic Sections

One of the most important areas of analytic geometry involves the concept of conic sections. The objective of this paper is to introduce the concept of neutrosophic conic sections, so that each neutrosophic conic section represents two classic conic section in the general case. On the other hand, all special cases resulting from the expansion by moving to the neutrosophic systems will be discussed and handled.

groups
Hamiyet Merkepci mail -
Mohammad Abobala mail
link https://doi.org/10.54216/GJMSA.020203

Volume & Issue

Vol. Volume 2 / Iss. Issue 2

Details open_in_new

A Study of Some Neutrosophic Algebraic Games and Their Winning Strategies

In This work, we define two novel algebraic games over neutrosophic AH-groups. Also, we present a solution of these games in many possible cases, where some winning strategies will be discussed and illustrated by examples.

groups
Mehmet Merkepci mail -
Rozina Ali mail
link https://doi.org/10.54216/GJMSA.020204

Volume & Issue

Vol. Volume 2 / Iss. Issue 2

Details open_in_new

An Application of Pythagorean Circles in Cryptography and Some Ideas for Future Non Classical Systems

In this work, we present a direct application for Pythagorean circles in the theory of cryptography by using integer points on these circles, as well as we describe some numerical systems to generalize classical well-known crypto-algorithms and systems. Also, we illustrate many examples to clarify the validity of our work.

groups
Mehmet Merkepci mail -
Maretta Sarkis mail
link https://doi.org/10.54216/GJMSA.020205

Volume & Issue

Vol. Volume 2 / Iss. Issue 2

Details open_in_new

A Proposed Optimization Model for Water Quality Prediction in Internet of Things Environment

The application of industrialization and urbanization strategies results in the proliferation of waste products in water resources which is a serious public challenge. They have resulted in calls for advanced technologies of water quality mitigation and monitoring, as emphasized in the sustainable development objectives. Now, environmental engineering researcher is looking for a more complex process of implementing practical assessments and of monitoring the quality of ground and surface water that is quantifiable to human beings over different locations. Many current techniques use the Internet of Things (IoT) for water quality assessment and monitoring. This paper explores the proposal of African Buffalo Optimization with Deep Belief Network for Water Quality Prediction (ABODBN-WQPR) model in an IoT environment. The presented proposed model majorly concentrates on the identification of water quality.

groups
Gopal Chaudhary mail -
Puneet Singh Lamba mail -
Deepali Virmani mail
link https://doi.org/10.54216/JISIoT.060203

Volume & Issue

Vol. Volume 6 / Iss. Issue 2

Details open_in_new

Design of Secure and Stable Routing Protocols for the Adhoc Networks

The desire to remain connected no matter where you are, when you want to be connected, or how you want to be connected has been a driving force behind the development of wireless networks, in particular in the field of persistent and ubiquitous computing. This need can be satisfied in a number of different ways. The Mobile Ad-hoc networks made up of a collection of nodes, each of which is equipped with wireless networking and communication capabilities. There may be any number of these nodes. It is not necessary to involve a central administrator in order for these nodes to communicate with one another since they may do so independently. Ad hoc networks also often referred to as infrastructure-less networks since they do not have a present topology or infrastructure. This is because ad hoc networks do not have a predetermined topology or infrastructure. Because each node in the wireless ad-hoc network functions as either a host or a router or both, In order to prevent unauthorized parties from accessing the data, it is essential to have developed secure and reliable routing protocols. The work that is presented in this proposed work is an attempt to develop an ad-hoc routing protocol that is safe and robust. The protocol in question called Energy Efficient Wireless Path Optimization (EEWPO). The dynamic route selection mechanism, which is based upon genetic programming, and the connection integrity assurance algorithm have been combined within the framework of the proposed model routing scheme for wireless ad-hoc networks to produce a routing-based mechanism that is secure, flexible, and robust. This is accomplished by combining the two mechanisms within the framework of the proposed model routing scheme. These two aspects are going to work together to form the foundation of this plan. The new combination has the ability to give a higher degree of security to the current network, hence reducing the likelihood that vulnerabilities in connection and fake route injections would be exploited. When it comes to speech-based ad-hoc networks, which need dedicated connections for the exchange of voice data over an ad-hoc channel, intelligent route selection throughout the multipath network becomes very important. This is because the transmission of speech data is essential to the functioning of these networks. In order to materialize the robust ad-hoc routing algorithm, the generation of the adaptive ad-hoc network routing solution requires the ideally layered combination of the genetic programming-based routing solution along with the connection integrity assurance model. Only then can the adaptive ad-hoc network routing solution be created. The effectiveness of the recommended routing protocol has been shown via testing in a number of different simulated situations.

groups
Lamia F. Tulaib mail -
Akbal O. Salman mail -
Mazin A. Mohammed mail
link https://doi.org/10.54216/IJWAC.010202

Volume & Issue

Vol. Volume 1 / Iss. Issue 2

Details open_in_new

An intelligent multi-criteria decision-based approach for sustainable growth of the energy sector: the case study of India and Vietnam

Traditional and sustainable forms of energy are examined from a variety of angles, including economics, technology, society, ecology, politics, and flexibility, to ensure that Vietnam’s energy industry continues to expand sustainably. These sources have been evaluated and assessed using an extended spherical fuzzy MCDM method. Thermal, gas, nuclear, solar, wind, biomass, and hydro energy alternatives are employed in the decision-making model. The weights of evaluation criteria are determined using the spherical fuzzy AHP model, and renewable power choices are prioritized using the WPM model. We used six main criteria, twenty-six sub-criteria, and seven alternatives.  In Vietnam, solar power was found to be the most suitable, followed by wind and hydropower, followed by hydro, followed by Biomass. The worst alternative is thermal. After that, fourteen situations were built, taking into consideration the first five renewable technologies (solar, wind, hydro, biomass, and gas power), in assessing the ideal energy mix scenario for the slow gestation of Vietnam's energy sector. Solar, wind, and hydro energy growth in a pass shipping scenario.

groups
Vishal Srivastava mail -
Saurabh bhardwaj mail -
Gopal Chaudhary mail
link https://doi.org/10.54216/JISIoT.060105

Volume & Issue

Vol. Volume 6 / Iss. Issue 1

Details open_in_new

Analysis of Security Mechanism in Adhoc Network with Machine Learning Techniques

In an ad hoc network, the routing protocol takes into account a variety of activities, including maintaining network connection, transmission scheduling, channel evaluation, and preserving network connectivity. Additionally, it determines network architecture. In addition, a number of different elements determines the performance of a routing protocol. These include node mobility, which is responsible for multiple link failures, support for quality of service (QoS), network size, the amount of traffic, and the level of security. The performance may occasionally also be affected by the manner in which the network is behaving in addition to the kinds of apps that are running in that environment. Selecting an appropriate protocol that is based on security is highly crucial in order to set up an effective network. A significant amount of effort has been put into improving the safety mechanisms that are built into routing protocols, most prominently in WSNs, MANETs, VANETs, and WMNs. Only MANET will be the topic of discussion here. Mobile Ad-Hoc Network is a wireless network that does not need infrastructure and is composed of mobile nodes. Mobile ad-hoc network, also known as MANET, is one of the most promising forms of next-generation wireless networking technology. It has garnered a significant amount of interest because it is self-organized and can be deployed at a cheap cost. In comparison to a traditional network, a MANET presents a number of challenges that are especially difficult to overcome when it comes to the duty of routing. The many difficulties that are inherent with MANET have made it an excellent subject for academic investigation. This provides a concise overview of security in MANETs as well as the issues that relate to maintaining them. Understanding the different routing mechanisms and the potential attacks that might be mounted against them is the first step in designing a reliable security mechanism. Within the scope of this study effort, we have provided specifics on the detection and prevention of various routing attacks, with the primary emphasis being placed on the network layer assaults that are unique to MANET. When compared to other study fields, MANET presents the greatest challenge in terms of maintaining network security. In recent years, a significant amount of research has been carried out to investigate several forms of assault; nevertheless, most of the surveys have been carried out without any kind of performance analysis. There is a paucity of research that seeks to find an all-encompassing study of the impact of the many different attacks that bring the overall performance of the Adhoc network down. On the other hand, secure routing in the face of a black hole attack can be difficult because preferences are often incomplete. The in-degree centrality and importance degree measurement applied to the collected consensus-based trust from decision-makers solves the issue of incomplete preferences and improves the accuracy of trust at the same time. Utilizing Network Simulator, we examine how well the suggested approach works. Based on the findings of the simulations, it has been demonstrated that the detection accuracy and throughput of the proposed CREDIT are both significantly higher than those of existing work, making the proposed CREDIT scheme superior.

groups
Uma Maheshwari mail -
Suresh Babu mail -
Mahendra khan mail -
Kadiyam Rajshekar mail -
Manideepika Manchikalapati mail
link https://doi.org/10.54216/IJWAC.000103

Volume & Issue

Vol. Volume 0 / Iss. Issue 1

Details open_in_new