Cybercriminals or hackers design malware programs with malicious intent to steal, spy, and destroy victim's computers. Malware encompasses various forms, such as viruses, trojans, ransomware, spyware, and adware, each requiring effective classification for accurate identification and mitigation. High-quality datasets are crucial for training classification models, and the CIC-MalMem-2022 dataset, containing 58,596 records and 55 numerical features, is an essential resource in this regard. This study used artificial intelligence techniques and algorithms such as KNN, Decision Tree, Random Forest, SVM, and Naïve Bays, as well as supervised and hybrid machine learning by integrating Random Forest and K-Nearest Neighbors KNN to improve clas

Infertility is a global health issue presenting both biological and social implications for males and females. Current literature concerning male infertility has been linked to a reduction of glutathione levels in the seminal plasma of men. Despite a growing body of literature on global infertility, there is currently little genetic research investigating the association of genetic polymorphisms with male infertility in Iraq. This study aims to explore the association of Glutathione-s-transferase gene polymorphisms (GSTM1, GSTT1, and GSTP1) with Iraqi male infertility. Single and double gene test analyses were performed to study the differences between study groups. Genetic analysis of the target genes GSTM

Coronaviruses, including the novel SARS-CoV-2, have led to a global pandemic, emphasizing the crucial role of T cells in mounting effective immune responses. This study investigates the correlation between cytotoxic T cells (CD8), vitamin D3 (VD3), and C-reactive protein (CRP) levels in a sample of Iraqi COVID-19 patients and vaccinated individuals. A total of 120 participants were included, comprising COVID-19 patients and vaccinated individuals. Samples were collected between October 2021 and February 2022. Reverse transcriptase polymerase chain reaction (RT-PCR) was used for COVID-19 diagnosis. VD3 and CD8 levels were determined using enzyme-linked immunosorbent assay (ELISA) kits, while CRP levels were measured via the ICHROMA system

مـن المعـروف ان طبيعـة العلاقـة مـا بين العـراق والولايـات المتحـدة الامريكيـة تتمتـع بأهميـة بالغــة في الاوســاط السياســية ودوائــر صــنع القـــرار في الولايــات المتحــدة الامريكيــة لمــا لهــا مـــن انعكاسـات علـى مصـالح الاخـيرة في المنطقـة، وفي مقـدمتها أمـدادات الطاقـة، وعلـى الصـعيد نفسـه تنظر القوى السياسية العراقية الى هذه العلاقـة مـن زوايـا مختلفـة ولكنهـا جميعـا تقـع في خانـة الاهميـة

اجري هذا البحث للتعرف على "اثر استخدام طريقة الاكتشاف في تحصيل تلميذات الصف السادس الابتدائي وتنمية المهارات الاجتماعية لديهن في مادة التاريخ" ،واقتصرت عينة البحث الحالي على تلميذات الصف السادس الابتدائي في مدرسة زيد بن ثابت  للبنات في مدينة الموصل حيث تكونت عينة البحث من (60)تلميذة  تم توزيعهم بشكل متساو الى مجموعتين احداهما تجريبية تدرس باستخدام طريقة الاكتشاف وعددها (30) تلميذة  في حين درست المجموع

Background: Poly (methylmethacrylate) is the most widely used material in denture fabrication. The characteristics of acrylic resin which support microorganism development can threaten the oral health of denture users. This study was assigned to prepareand incorporate Ag-Zn zeolite powder into heat cured denture base material as antimicrobial material and to investigate its effect on some properties of heat cured acrylic denture base materials. Materials and methods: Sliver –zinc zeolite was prepared by ion exchange method and characterized then incorporated into poly (methylmethacrylate) powder in0.5% by weight. Specimens were constructed and divided into 6 groups according to the using tests; each group was subdivided into 2 groups

The urban Gentrification  is an inclusive global phenomenon to restructure the cities on the overall levels, the research to propose a specific study about the concept of urban Gentrification in the cities and showcasing its, specifications, and results, and how to deal with the variables that occur on cities through improvements as part of urban renewal projects, then the general axis of the research is shrinked, choosing the urban centers as the most important areas that deal with the urban Gentrification process due to its direct connection with indivisuals and social changes, and to process the specific axis of the research theses and studies will be showcased that discuss the topic in different research directions, and emerged

.

Nanocrystal-ZnS-loaded graphene was synthesized by a facile co-precipitation route. The Graphene was affected on the characterization of ZnS which has been investigated. XRD results reveal that ZnS has a cubic system while the hexagonal structure has been observed by loading graphene during preparation ZnS. D.c-conductivity proves that ZnS and ZnS/Gr have semiconductor behavior. The sensing properties of ZnS/Gr against NO₂ gas were investigated as a function of operating temperature and time under optimal condition. The sensitivity, response time and recovery time were calculated with different operating temperatures (100, 150, 200)^oC.

This study was conducted in Animal Resources Department , College of Agriculture to estimate the effect of chemical and biological treatments to improve the nutritive value of poor quality roughages ( corn cobs and wild reed ) . The feeds were treated chemically with 4% NaoH solution ,whereas Aspergillus niger was used to ferment corn cobs and wild reed samples . The chemical analysis showed that protein percentages of corn cobs and wild reed was increased significantly (P<0.05) from 6.05% to 10.51% and 17.70% and from 3.10 %to 6.50% and 9.96% for both chemical and biological treatments respectively. The crude fiber percentages decreased significantly (P<0.05) from 29.19% and 26.10% to 23.60% and 20.10% for chemical treatment and was 20

     A multivariate control chart is measured by many variables that are correlated in production, using the quality characteristics in any product. In this paper, statistical procedures were employed to find the multivariate quality control chart by utilizing fuzzy Hotelling  test. The procedure utilizes the triangular membership function to treat the real data, which were collected from Baghdad Soft Drinks Company in Iraq. The quality of production was evaluated by using a new method of the ranking function.

This article deals with the influence of porous media on helical flows of generalizedOldroyd-B between two infinite coaxial circular cylinders.The fractional derivative is modeled for this problem and studied by using finite Hankel and Laplace transforms.The velocity fields are found by using the fundamentals of the series form in terms of Mittag-Lefflerequation.The research focused on permeability parameters , fractional parameters(

Public-private partnership (PPP) has been used over the past 20-30 years by governments in developed countries to meet the public demand for infrastructural services. In Iraq, the PPP concept is comparatively new to the Government of Iraq (GoI), where the government has historically taken most of the responsibility for providing public services. There are few PPP projects in Iraq. However, the number is increasing. Recently the Iraqi market has experienced a number of attempts of PPP in different sectors, especially after the new investment law in 2006. The aim of this paper is to evaluate the investment environment in Iraq and to indicate the main factors affecting PPP in particular for infrastructure projects. Some literature review and

This research aims to distinguish the reef environment from the non-reef environment. The Oligocene-Miocene-succussion in western Iraq was selected as a case study, represented by the reefal limestone facies of the Anah Formation (Late Oligocene) deposited in reef-back reef environments, dolomitic limestone of the Euphrates Formation (Early Miocene) deposited in open sea environments, and gypsiferous marly limestone of the Fatha Formation (Middle Miocene) deposited in a lagoonal environment. The content of the rare earth elements (REEs) (La, Ce, Pr, Nd, Sm, Eu, Gd, Tb, Dy, Er, Ho, Tm, Yb, Lu, and Y) in reef facies appear to be much lower than of those in the non-reef facies. The open sea facies have a low content of REEs due to bein

The conjunctive ''and'' and its Arabic counterpart ''و'' are discourse markers that express certain meanings and presuppose the presence of other elements in discourse. They are indispensable aids to both the text writers and readers. The present study aims to show that such cohesive ties help the writer to organize his main argument and communicate his ideas vividly and smoothly. They also serve as explicit signals that help readers unfold text and follow its threads as realized in the progression of context. The researcher has utilized the Quirk Model of Semantic Implication for data analysis. A total of 42 (22 for English and 20 for Arabic) political texts selected from different elite newspapers in both Arabic and English for the analy

Reading strategies are of interest for what they reveal about the ways readers manage their interaction with written texts and how these strategies are related to text understanding, acquisition ,storage ,and retrieval of information .In EFL comprehension lessons, the students try to work out interpretations of the meaning related to the written word through the usage of different comprehension strategies. Yet, there are moments where the participants in the classroom fail to reach a successful understanding of the passage read despite the guidance of the teacher. The present research aims at investigating and identifying moments of comprehension failure and reasons behind them .It also aims at specifying the different strategies used in

The main objective of this study was to evaluate raw milk quality. This study was designed

الخلاصة : في هذه الحالة المسجلة نناقش قضية اساسية يجب ان تؤخذ بنظر الاعتبار و تتعلق بالتحاليل الجينية السريرية في حقل الصرع. تحديد الجينات التي تؤثر على خطورة الصرع لها تداعيات بالغة الاهمية لكل من الابحاث و التدريب السريري. في مجال الابحاث, المعلومات المستحصلة تؤدي الى تطوير علاجات جديدة تستهدف ميكانيكيات محددة او طرق لمنع قابلية الاصابة بالصرع. في التدريب السريري, استعمال المعلومات

The phenomenon of informal building Spread recently in Iraqi residential areas, in general, and in Baghdad, in particular, due to the urgent housing need, on the one hand, and lack of commitment to building controls, on the other hand, to highlight the phenomenon of uncommitted building to controls and housing governing legislation in Iraq, leading to heterogeneity in both building densities and plot areas, and disorder in the urban fabric and urban escape of those areas. Research problem identified as the absence of a clear vision about the General aspects of the phenomenon of informal building in residential street scene, and the role of designed housing projects as a substitute for informal building in built residential areas. The des

Abstract: Narrow laser pulses have been essential sources in optical communication system. High data rate optical communication network system demands compressed laser source with unique optical property. In this work using pulsed duration (9) ns, peak power 1.2297mW, full width half maximum (FWHM) 286 pm, and wavelength center 1546.7 nm as compression laser source. Mach Zehnder interferometer (MZI) is built by considering two ways. First, polarization maintaining fiber (PMF) with 10 cm length is used to connect between laser source and fiber brag grating analysis (FBGA). Second, Nested Mach Zehnder interferometer (NMZI) was designed by using three PMFs with 10 cm length. These three Fibers are splicing to sing

The current research aims to analyze the mathematics book for the first intermediate grade according to the dimensions of mathematical power by answering the following question: What is the percentage of the availability of the dimensions of mathematical power included in the content of the mathematics textbook for first-grade students, average, in its first, and second parts for the academic year 2020-2021, approved by the Iraqi Ministry of Education / General Directorate of Curricula? The research community was determined by middle school mathematics books, and middle school students for middle ,and high school day schools affiliated to the Directorate of Education in Dhi Qar, and by the intentional test, the research sample was s