Detection and Prevention of Distributed Denial of Service (DDOS) Attack on Networks Using OpenSource Tools
Journal ArticleABSTRACT: As more due to the obvious quickening pace of the digital transformation revolution, information and cyber security are
becoming major challenges in industries like banking, telecommunications, and energy. As a branch of cyber security,
network security is concerned with organizing and putting into practice safeguards against software and network hacking and illegal access. To guarantee security, the CIA security tried confidentiality, integrity, and availability must exist. Malicious actors frequently exploit distributed denial of service (DDoS) attacks to compromise availability. When it comes to DDoS detection and prevention, open-source software is thought to be the most economical option. The purpose of this study is to investigate the efficacy and potential of open-source DDoS detection and prevention techniques. To ascertain the best open-source solution, how to launch attacks, and how to measure system performance metrics like CPU, RAM usage, packet loss, and delay, an experimental testbed was set up and assessed. Because PfSense firewall includes widely used intrusion detection/prevention systems (IDS, IPS) packages (such as Snort and Suricata), they are deployed to verify the system performance.
Adel Ali Faraj Eluheshi, Zahra Abdalla Elashaal; Sara Noredeen Fshekah, (06-2024), Libya: Journal of Electronic Systems and Programming, 9 (1), 21-41
Performance Analysis of Gas Turbine Power Plant; Effect of Operating Parameters
Journal ArticleThis study aims to evaluate the performance of a simple cycle gas turbine power plant by analysing the effect of different operating parameters. These operating parameters include compressor pressure ratio and compressor & turbine isentropic efficiencies. The study quantitatively assesses the exergetic efficiency and the exergy destruction of each unit in the cycle, as well as the power used or produced by the cycle. Any change in these parameters can significantly impact the power plant's overall performance through a specific unit in the cycle. For instance, increasing the compressor pressure ratio can reduce the temperature difference across the combustor, lessening the exergy destruction and improving the cycle’s overall performance. However, any decline in the compressor or the turbine isentropic efficiency results in an increase in the exergy destruction of the affected unit and can result in a decrease in the overall cycle performance. This is due to either an increase in power required by the compressor or a decrease in power produced by the turbine. The analysis suggests that the turbine isentropic efficiency has a greater impact on the net power generated than the compressor isentropic efficiency. Additionally, the turbine inlet temperature is a dependent variable as operating at different compressor pressure ratios and compressor isentropic efficiencies lead to varying turbine inlet temperatures. Therefore, increasing the turbine inlet temperature does not always lead to improved performance.
Loubna Ashour Gargoum, (06-2024), Energy Equipment and Systems: University of Tehran, 12 (2), 171-183
A Naive Bayes Classifier for Fault Detection and Classification Using Dimension Reduction Technique
Conference paperAbstract—Fault detection and classification is critical to the reliability of modern control systems in different industries, where detecting and classifying faults in operational processes are very important things while failure to detect and classify them, may cause irreparable damage. In this paper, fault detection and classification approach is presented. The first step, multi stage recursive least squares parameter estimation approach for controlled autoregressive autoregressive moving average systems (CARARMA) is developed with a view to estimate the parameters of the system, additionally, improve the effectiveness of the computation. By means of multi stage approach, the (CARARMA) system is decomposed into three simple identification models, and the parameters of each simple model is identified one by one. These parameters estimated by this approach are referred to as features, and not all of them have the same useful data about the system. In order to select the valuable features and improve a classification accuracy, the Linear Discriminant Analysis (LDA) approach based on scattering matrices is applied for dimension reduction. The classification between these reduced classes is done based on the Naive Bayes classifier. Finally, the obtained results explain the performance of this proposed approach.
Musa Kh A Faneer, Nasar Aldian Ambark Mohamed Shashoa, Omer Saleh Mahmod Jomah, (05-2024), EEITE 2024: 2024 5TH INTERNATIONAL CONFERENCE IN ELECTRONIC ENGINEERING, INFORMATION TECHNOLOGY & EDUCATION, 1-5
Optimizing Network Resilience with Segment Routing A Comparative Study of SR TI-LFA and rLFA
Conference paperAbstract: Network operators are confronted with the demanding requirements resulting from the evolution of IP networks. As a result, it has become necessary to provide rigorous Service Level Agreements (SLAs) that are in line with these requirements. However, traditional IP networks lack the necessary flexibility, scalability, and manageability to meet these demands. In order to address these limitations, the segment routing (SR) architecture has been developed. SR is based on source-routing and tunneling paradigms, which enable IP/MPLS and IPV6 networks to operate in a simplified and more scalable manner. The focus of this paper is on network protection (resiliency) using Topology Independent Loop-Free Alternatives Fast Re-Route (TI-LFA FRR) using MPLS as the underlying technology. SR overcomes the limitations of previous network protection mechanisms in terms of coverage and optimal path selection. To show the effectiveness of SR TI-LFA in comparison to its predecessor, Remote Loop-Free Alternate (rLFA), we have implemented various scenarios. These scenarios are designed to highlight the superior capabilities of TI-LFA.
Adel Ali Faraj Eluheshi, Mahmud Mansour; Najia Ben Saud, (05-2024), Libya: IEEE, 1-6
Towards Net Zero Energy Buildings for Sustainability
Journal ArticleNet Zero Energy (NZE) buildings play a crucial role in meeting the Sustainable Development Goals (SDG) and creating environmentally friendly residential areas. These buildings are designed to generate as much energy as they consume, resulting in a net balance of zero energy consumption from the grid. By integrating innovative technologies and sustainable design principles, NZE buildings minimize their carbon footprint and contribute to a more sustainable future. The acquired result has been presented and discussed. The concept of Net Zero Energy Buildings (NZEBs) has gained significant attention in recent years as a crucial strategy for achieving sustainability in the built environment. NZEBs are designed to produce as much energy as they consume, resulting in a net energy balance of zero over a specified period.
Omer.S. M. Jomah, (05-2024), Online AJAPAS: African Journal of Advanced Pure and Applied Sciences (AJAPAS), 3 (3), 228-234
Design of Wireless Communication Network for the Idref Automated Control System II; Advancing Connectivity in the City of Rujban
Journal ArticleThe quest for reliable water access has been a critical endeavor throughout history, and Rujban
City is no exception. Faced with the challenges of aging infrastructure and reliance on external
water sources, Rujban is turning towards technological innovation for solutions. This paper
outlines the design of the communication component within the Idref Automated Control System
2 (IACS II), a significant advancement in the automation of Rujban's water distribution system.
This system innovatively connects the city's central distributed tank to three distributed tanks via
a robust wireless communication network, while maintaining a wired connection to the Idref
collection tank, the main control station, and associated monitoring rooms and pumps. The system
employs microcontroller-based automation to manage water levels, control signals, and monitor
pump activity and potential leaks, with data displayed on an LCD screen. This approach is poised
to dramatically improve the efficiency and reliability of water distribution in Rujban City, marking
a key step forward in addressing its water supply challenges.
Omar S. Jomah, (04-2024), Academy journal for Basic and Applied Sciences (AJBAS): الأكاديمية الليبية, 1 (6), 9-23
Design of Wireless Communication Network for the Idref Automated Control System II; Advancing Connectivity in the City of Rujban
Journal ArticleThe quest for reliable water access has been a critical endeavor throughout history, and Rujban City is no exception. Faced with the challenges of aging infrastructure and reliance on external water sources, Rujban is turning towards technological innovation for solutions. This paper outlines the design of the communication component within the Idref Automated Control System 2 (IACS II), a significant advancement in the automation of Rujban's water distribution system. This system innovatively connects the city's central distributed tank to three distributed tanks via a robust wireless communication network, while maintaining a wired connection to the Idref collection tank, the main control station, and associated monitoring rooms and pumps. The system employs microcontroller-based automation to manage water levels, control signals, and monitor pump activity and potential leaks, with data displayed on an LCD screen. This approach is poised to dramatically improve the efficiency and reliability of water distribution in Rujban City, marking a key step forward in addressing its water supply challenges. Key Words: Wireless Network, Transmitter, Receiver, Control System, Water Pumping, Water Distribution, Smart Irrigation System.
Musa Kh A Faneer, Omer Saleh Mahmod Jomah, (04-2024), Academy journal for Basic and Applied Sciences (AJBAS): Libyan Academy, 1 (6), 1-13
Enhancing Data Center Performance using Virtual Extensible LAN (VXLAN) EmergingTechnology
Journal ArticleAbstract As more and more people turn to the cloud for their personal and professional purposes, cloud computing has become essential for the majority of users. Given the increased demand for cloud virtualization, the datacenter needs to be able to accommodate more virtual machines (VMs) that are housed on its servers. A datacenter employing old technology may accommodate up to 4096 VLANs, which would restrict the number of tenants it could serve. Spanning-Tree Protocol (SPT) is used by VLANs to remove loops, or duplicates, which block half of the routes and waste available bandwidth. The Virtual Extensible LAN (VXLAN), an emerging technology, must be used from there. It permits network segmentation similar to that of regular VLANs without obstructing traffic or reducing scalability. This study outlined both established and novel approaches and then clarified how to use them for data center topology. It also covered the drawbacks of utilizing conventional technologies. The benefits of cutting-edge technology and its superior influence on datacenter bandwidth utilization. To demonstrate how the new technology enhances data center performance, these technologies were finally replicated using the Eve emulator.
Adel Ali Faraj Eluheshi, Zahra Abdalla Elashaal2 ; Asra Abobker Alazragh3, (04-2024), ليبيا: الأكاديمية الليبية, -2 (-6), 1-14
Accuracy Comparison between F-RLS algorithm for CARAR systems and F-RLS algorithm for CARARMA systems
Journal ArticleIn this paper, the data filtering based recursive least squares algorithm for a CARAR systems, and data filtering based recursive least squares algorithm for a CARARMA systems are derived for comparison. These algorithms are based on the decomposition technique and in this technique, the main algorithm transform into two sub algorithms with smaller sizes. First, System identification model and another is the noise identification model. The problem here is the unknown variables in the information vectors and the used idea for solving this problem is to replacing these unknown variables with their corresponding estimates. Thus, the parameters of these two identification models can be estimated using recursive least squares method. Finally, a simulation example is provided to support the comparison between these proposed algorithms. KEYWORDS: identification algorithm; parameter estimation; filtering technique; decomposition technique; information vector.
Omer S. M. Jomah, (12-2023), Libyan Academy for Postgraduate Studies: Academic Journal of Science and Technology, 2 (1), 130-135
ABAQUS Modelling and Experimental Tests Comparison for Certain Classes of Composite Isolated Joints
Journal ArticleAbstract
Depending on the type of configuration and connector arrangement, beam-to-column end-plate joints can be rigid, semi-rigid, or pinned. Fully restrained joints are required for rigid frames in which it is anticipated that the frame joints will have adequate rigidity to maintain the angles between intersecting parts in the service condition, ensuring full moment transfer. In contrast, partially restrained joints in semi-continuous frames are distinguished by relative rotations between crossing members, allowing the bending force to be transferred only partially. The concept of utilizing partially restricted, unstiffened joints in construction has gained traction since it looks to be more feasible and inexpensive. Bending transfer in partially constrained joints allows semi-continuous frames to withstand actions. Semi-continuous frames can survive actions due to bending transfer in partially restricted joints. At the same time, a certain degree of rotation is permitted, which improves the overall ductility of these structures. Using thinner end plates than those used in practical applications is one of the most effective ways to affect the ductility of end-plate beam-to-column joints. It was confirmed in a previous experimental study that the composite joints, where the thickness of the end plates is equivalent to about 60% of the diameter of the bolt used in composite joints, were taken into account in subsequent tests, and these studies can be confirmed using ABAQUS and Ls-Dyna modelling. All of these concerns are addressed, and recommendations for numerical modelling methodologies are made in order to ultimately analyse the reaction of the symmetric extended end plate joints with 8-bolts under hogging and sagging bending moments.
Bashir Ali Kalifa Saleh, (08-2023), جامعة قطر: جامعة قطر, 2 (2), 222-228