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Augmenting IoT Intrusion Detection System Performance Using Deep Neural Network

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Computers, Materials & Continua 2023年第1期74卷 1351-1374页

作者： Nasir sayed Muhammad Shoaib Waqas Ahmed Sultan noman Qasem Abdullah M.Albarrak Faisal Saeed Department of Computer Science Islamia College PeshawarPeshawar25120Pakistan Department of Computer Science CECOS University of IT and Emerging SciencesPeshawar25000Pakistan Department of Electrical Engineering HITEC University TaxilaTaxila47080Pakistan Computer Science Department College of Computer and Information SciencesImam Mohammad Ibn Saud Islamic University(IMSIU)Riyadh11432Saudi Arabia DAAI Research Group Department of Computing and Data ScienceSchool of Computing and Digital TechnologyBirmingham City UniversityBirminghamB47XGUK

Due to their low power consumption and limited computing power,Internet of Things(IoT)devices are difficult to ***,the rapid growth of IoT devices in homes increases the risk of *** detection systems(IDS)are commonly employed to prevent *** systems detect incoming attacks and instantly notify users to allow for the implementation of appropriate *** have been made in the past to detect new attacks using machine learning and deep learning techniques,however,these efforts have been *** this paper,we propose two deep learning models to automatically detect various types of intrusion attacks in IoT ***,we experimentally evaluate the use of two Convolutional Neural Networks(CNN)to detect nine distinct types of attacks listed in the NF-UNSW-NB15-v2 *** accomplish this goal,the network stream data were initially converted to twodimensional images,which were then used to train the neural network *** also propose two baseline models to demonstrate the performance of the proposed ***,both models achieve high accuracy in detecting the majority of these nine attacks.

关键词： Internet of things intrusion detection system deep learning convolutional neural network supervised learning

Gastrointestinal and hepatic diseases during the COVID-19 pandemic:Manifestations,mechanism and management

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World Journal of Gastroenterology 2021年第28期27卷 4504-4535页

作者： Dina Zakaria Mohamed Mai El-sayed Ghoneim Sally El-sayed Abu-Risha Ramy Ahmed Abdelsalam Mohamed Abdelhalem Farag Department of Pharmacology and Toxicology Faculty of PharmacyTanta UniversityTanta 31511Egypt Department of Pharmacology and Toxicology Faculty of PharmacyUniversity of Sadat CityMenoufia 32632Egypt Department of Pathology Faculty of MedicineMansoura UniversityMansoura 35511Egypt Department of Pediatrics Nebru General HospitalNebru 35511Egypt

Severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)is considered the causative pathogen of coronavirus disease 2019(COVID-19)and has become an international danger to human *** respiratory transmission and symptoms are still the essential manifestations of COVID-19,the digestive system could be an unconventional or supplementary route for COVID-19 to be transmitted and manifested,most likely due to the presence of angiotensin-converting enzyme 2(ACE2)in the gastrointestinal *** addition,SARS-CoV-2 can trigger hepatic injury via direct binding to the ACE2 receptor in cholangiocytes,antibodydependent enhancement of infection,systemic inflammatory response syndrome,inflammatory cytokine storms,ischemia/reperfusion injury,and adverse events of treatment *** symptoms,including anorexia,nausea,vomiting,and diarrhea,which are unusual in patients with COVID-19,and some digestive signs may occur without other respiratory ***,SARS-CoV-2 can be found in infected patients’stool,demonstrating the likelihood of transmission through the fecal-oral *** addition,liver function should be monitored during COVID-19,particularly in more severe *** review summarizes the evidence for extra-pulmonary manifestations,mechanisms,and management of COVID-19,particularly those related to the gastrointestinal tract and liver.

关键词： COVID-19 Angiotensin-converting enzyme 2 Gastrointestinal Inflammatory bowel disease Liver Management

Molecular events of pathogenic agents invasion of host cells: toward induced resistance

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Journal of Coastal Life Medicine 2017年第6期5卷 275-278页

作者： Mostafa sayed Mostafa El-Ansary Plant Biotechnology Department Genetic Engineering and Biotechnology Research Institute(GEBRI)University of Sadat CitySadat CityMinouifyaEgyptPO Box.22857

Recognition of pathogens by their hosts is the result of a highly regulated interaction between both host and pathogen elicitors. Therefore, mechanical defence lead to an increase in the production of substances capable of inhibiting pathogen invasion. Furthermore, chemical materials [antimicrobial (phytoalexins)] released from hosts lead to an increase in the activity of host defense. Recent studies showed that elicitors have been widely used in controlling pathogenic plant diseases showing mostly impressive results and less adverse effect on the environment. The current article explains information about molecular events occurring at the host-pathogen interactions and how these events influence the organization and activation of resistance responses and prospects of advance toward induced resistance in the host.

关键词： Host Pathogen Molecular events Resistance Elicitors

Current approaches of managing microbial diseases:focus on nanosciences technique

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Journal of Coastal Life Medicine 2015年第8期 658-662页

作者： Mostafa sayed Mostafa El-Ansary Plant Biotechnology Department Genetic Engineering and Biotechnology Research Institute(GEBRI)University of Sadat CitySadat City22857 Egypt

Nanoscience is a fast growing research area that focuses on producing and utilizing nano-sized particles,which are measured in ***,nanoparticles are used in various ***,studies on the effect of nanoparticles on microorganisms are worthy of ***,using many antimicrobial agents has been avoided because of their methodical harmful ***,this review paper focuses on the use of some nanomaterials to manage microbial *** discussed nanomaterials as antimicrobial agents include sliver nanoparticles,gold nanoparticles and copper *** review also explains the mechanisms of action of some nanotechnological products to inhibit *** are many problems in the development of an evaluation for the effect of nanomaterials on ***,the defect of the approaches used to analyze nanomaterials toxicity gives no ground for hampering the development of nanotechnologies for safety *** order to overcome this problem,ecotoxicological studies should be extended to include the analysis of the biological safety of nanomaterials in environment and accumulate experimental data.

关键词： Nanoparticles Antimicrobial agent Mechanisms Toxicity Environment

Describe the Mathematical Model for Exchanging Waves Between Bacterial and Cellular DNA

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Computers, Materials & Continua 2021年第9期68卷 3615-3628页

作者： Mohamed S.Mohamed sayed K.Elagan Saad J.Almalki Muteb R.Alharthi Mohamed F.El-Badawy Amr M.S.Mahdy Department of Mathematics College of ScienceTaif UniversityTaif21944Saudi Arabia Microbiology and immunology Department Faculty of PharmacyUniversity of Sadat CityMenoufiya GovernorateEgypt

In this article,we have shown that bacterial DNA could act like some coils which interact with coil-like DNA of host *** decreasing the separating distance between two bacterial cellular DNA,the interaction potential,entropy,and the number of microstates of the system ***,the system gives its energy to the medium and the temperature of the host body *** could be seen as fever in *** emitting some special waves and changing the temperature of the medium,the effects of bacterial waves could be reduced and bacterial diseases could be *** investigators have shown that bacterial DNA could emit or absorb electromagnetic *** of the main experiments about bacterial waves has been done by Montagnier and his *** have shown that the genomic DNA of most pathogenic bacteria includes sequences that are able to emit electromagnetic *** results have shown that wave affects the crucial physicochemical processes in both Gram-positive and Gram-negative *** emphasis in this survey is on the development of controlling model equations and computer emulation of the model equations rather than on mathematical methods for solving the model equations and differential equations of epidemics.

关键词： DNA bacteria diseases inductor magnetic field

Cocktail of Theileria equi antigens for detecting infection in equines

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Asian Pacific Journal of Tropical Biomedicine 2015年第12期5卷 977-981页

作者： Shimaa Abd El-Salam El-sayed Mohamed Abdo Rizk Mohamed Alaa Terkawi Ahmed Mousa El Said El Shirbini El Said Gehad Elsayed Mohamed Fouda Naoaki Yokoyama Ikuo Igarashi National Research Center for Protozoan Diseases Obihiro University of Agriculture and Veterinary Medicine Department of Biochemistry and Chemistry of Nutrition Faculty of Veterinary Medicine Mansoura University Department of Internal Medicine and Infectious Diseases Faculty of Veterinary Medicine Mansoura University Department of Biochemistry and Chemistry of Nutrition Faculty of Veterinary Medicine Sadat City University

Objective:To use two diagnostic antigens belonging to the frequently associated in Theileria domain,Theileria equi(***)protein 82(Te 82)and *** 104 k Da microneme-rhoptry antigen precursor(Te 43),to diagnose *** infection in horses as compared with equi merozoite antigen-2(EMA-2).Methods:In the current study,we applied a cocktail-ELISA containing two antigens(EMA-2+Te 82)to diagnose *** infection either in experimentally infected horses or in field ***:Our findings have revealed that a cocktail formula of EMA-2+Te 82 provided a more practical and sensitive diagnostic candidate for diagnosing *** infection in horses as compared with Te 82 or Te 43 ***:The ELISA technique using a cocktail formula of EMA-2+Te 82 offers a practical and sensitive diagnostic tool for diagnosing *** infection in horses and using of this promising cocktail formula will be applicable for epidemiological surveys and will help control the infection in horses.

关键词： Theileria equi Equi merozoite antigen-2 Theileria