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Review On Spontaneous Imbibition Mechanisms In Gas-Water Systems: Impacts On Unconventional Gas Production And Co2 Geo-Sequestration, Yihang Xiao, Zhenjiang You, Zhengtong Du, Yongming He, Jun Zheng, Yujie Yuan, Lei Wang Nov 2024

Review On Spontaneous Imbibition Mechanisms In Gas-Water Systems: Impacts On Unconventional Gas Production And Co2 Geo-Sequestration, Yihang Xiao, Zhenjiang You, Zhengtong Du, Yongming He, Jun Zheng, Yujie Yuan, Lei Wang

Research outputs 2022 to 2026

Spontaneous imbibition, a fundamental process in porous media, involves the displacement of a non-wetting phase by a wetting phase driven by capillary pressure. It plays a key role in various applications, particularly in unconventional gas production and greenhouse gas geo-sequestration. Despite extensive research in this area, conflicting results and explanations persist regarding imbibition phenomena, particularly in gas-water systems. This paper aims to address this gap by providing a comprehensive review of basic concepts, mechanical analyses, pore-filling patterns, front evolutions, and influencing factors associated with spontaneous imbibition. Mechanical factors including capillary force, viscous force, gravitational force, hydrostatic force, inertial force, capillary …


Kinetics, Thermodynamics, And Biological Characterizations Of Hydrolysates Enzymatically Produced From Proteins Extracted From Microalgae, Hebah Al-Amodi Nov 2024

Kinetics, Thermodynamics, And Biological Characterizations Of Hydrolysates Enzymatically Produced From Proteins Extracted From Microalgae, Hebah Al-Amodi

Theses

This thesis aims to explore the use of Zeolitic Imidazolate Framework-L (ZIF-L) as a support for immobilizing alcalase and its potency in producing protein hydrolysates. ZIF-L was synthesized at room temperature using an aqueous solution, and alcalase was immobilized through adsorption batch experiment. The successful immobilization of alcalase on ZIF-L was confirmed through Fourier-transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), scanning electron microscopy (SEM), and thermogravimetric analysis (TGA). The maximum adsorption capacity of alcalase on ZIF-L was determined to be 672.1 ± 5.5 mg g-1 at 40°C using an initial protein concentration of 5 mg mL-1. Adsorption equilibrium data …


Noncontact Diffuse Reflectance Spectroscopy Of Synovial Fluid Samples For Rapid Identification Of Infections, Erin E. Drewke, Robert L. Brand, Caroline G. Geels, Hanna K. Jensen, Kevin Wong, Jarret D. Sanders, Narasimhan Rajaram Nov 2024

Noncontact Diffuse Reflectance Spectroscopy Of Synovial Fluid Samples For Rapid Identification Of Infections, Erin E. Drewke, Robert L. Brand, Caroline G. Geels, Hanna K. Jensen, Kevin Wong, Jarret D. Sanders, Narasimhan Rajaram

Biomedical Engineering Faculty Publications and Presentations

Severe joint infections, such as septic arthritis, require rapid diagnostic testing of the synovial fluid aspirated from joints level so that a surgical team can be assembled quickly. We present a diffuse reflectance spectroscopy (DRS) system for noncontact determination of infection. Using a light-tight syringe holder and fiber optic probe, diffusely reflected light from 475 to 655 nm was acquired from 18 patient samples through the wall of a syringe in a noncontact and sterile manner. We determined the reflectance ratios at two different wavelengths—R 490/R 600 and R 580/R 600 and found statistically significant …


The Santa Clara, 2024-10-31, Santa Clara University Oct 2024

The Santa Clara, 2024-10-31, Santa Clara University

The Santa Clara

No abstract provided.


Diseñando El Cambio. El Activismo Gráfico Feminista De Sheila Levrant De Brettville, Mª Eugenia Blázquez Rodríguez Oct 2024

Diseñando El Cambio. El Activismo Gráfico Feminista De Sheila Levrant De Brettville, Mª Eugenia Blázquez Rodríguez

GDI. Revista de investigación de Género, Diseño e Innovación

En los primeros años de la década de 1980, Sheila Levrant de Brettville introduce un conjunto de tácticas de diseño que representa los valores feministas. Estos principios, en sus diseños, abordan la representación de las personas desde diversas perspectivas, exploran la tensión y la contradicción que existe entre palabras e imágenes, y fomentan la participación activa del público en la interpretación de la comunicación visual. En consonancia con las corrientes de la tipografía experimental y el posmodernismo de la época, estas estrategias de diseño de Sheila Levrant de Brettville reflejan una sensibilidad hacia la multiplicidad de voces desde una perspectiva …


Detecting Data Poisoning Attacks In Federated Learning For Healthcare Applications Using Deep Learning, Mohammed Aljanabi, Sahar Yousif Mohammed, Alaa Hamza Omran Oct 2024

Detecting Data Poisoning Attacks In Federated Learning For Healthcare Applications Using Deep Learning, Mohammed Aljanabi, Sahar Yousif Mohammed, Alaa Hamza Omran

Iraqi Journal for Computer Science and Mathematics

This work introduces a new approach to protecting the data in the healthcare applications of federated learning based on the classification of skin cancer. The recommended solution established and prevents the data poisoning attacks by using deep learning and CNN architectures namely VGG16. In a federated learning system which comprises of ten healthcare facilities, the approach enables the training of models in a collaborative way without compromising the medical data or the patients’ information. Data is meticulously prepared and preprocessed using the Skin Cancer MNIST: According to the HAM10000 dataset. As for the federated learning approach, VGG16’s feature extraction capability …


Más Allá De La Pasarela: El Impacto Tecnológico De Iris Van Herpen En La Experimentación Y Creatividad En La Moda Contemporánea, Paloma Rodera Martínez Oct 2024

Más Allá De La Pasarela: El Impacto Tecnológico De Iris Van Herpen En La Experimentación Y Creatividad En La Moda Contemporánea, Paloma Rodera Martínez

GDI. Revista de investigación de Género, Diseño e Innovación

Este artículo examina el impacto de Iris van Herpen en la moda contemporánea, centrándose en su uso innovador de la tecnología y su influencia en la experimentación y la creatividad en la industria. Van Herpen ha desafiado las convenciones de la moda tradicional al incorporar técnicas avanzadas como la impresión 3D y la manipulación digital de materiales en sus diseños. Su enfoque vanguardista ha abierto nuevas posibilidades para la expresión artística en la moda, al tiempo que ha redefinido los límites de lo que se considera posible en el diseño de prendas. A través de su trabajo, van Herpen ha …


Transport Mobility Analysis For Informal Settlements In Dar Es Salaam, Tanzania, Fatma Kassim Mohamed Oct 2024

Transport Mobility Analysis For Informal Settlements In Dar Es Salaam, Tanzania, Fatma Kassim Mohamed

Tanzania Journal of Engineering and Technology (TJET)

Dar es Salaam is one of the world’s fastest growing cities and is expected to be the third largest by 2100 with a population of 76 million. Dar es Salaam city is made of multiple neighbourhoods that are very diverse in terms of socio-economic status, gender, age and prevalent activities. One of the biggest challenges facing the city of Dar es Salaam is urban sprawl due to informal settlements that in turn leads to very long travel time and hinders equal mobility and accessibility of labour and goods. This study found that the current mobility vision for Dar es Salaam …


Assessing The Effects Of Dasatinib On Mesenchymal Stem/Stromal Cells, David P. Heinrichs, Vitali Maldonado, I Kade Karisma Gita Ardana, Ryan M. Porter, Rebekah M. Samsonraj Oct 2024

Assessing The Effects Of Dasatinib On Mesenchymal Stem/Stromal Cells, David P. Heinrichs, Vitali Maldonado, I Kade Karisma Gita Ardana, Ryan M. Porter, Rebekah M. Samsonraj

Biomedical Engineering Faculty Publications and Presentations

Introduction

Progressive aging, or senescence, of mesenchymal stem/stromal cells (MSCs) is a major obstacle faced when trying to culture potent stem cells for use in therapy. Senescent cells are irreversibly nondividing cells that cease performing critical functional effects. Elimination of senescent cells using biochemical means, such as the use of senolytic drugs like dasatinib, may be useful in retaining the viable and proliferating populations of the cells.

Methods

An in vitro approach was used to investigate the effect of dasatinib on phenotypic, genotypic, and immunomodulatory functionality of osteogenic and adipogenic differentiated MSCs. Replicative senescence was achieved through multiple sub-culturing in …


Transportation Land Use Modeling And Policy, Qisheng Pan, Soheil Sharifi-Asl Oct 2024

Transportation Land Use Modeling And Policy, Qisheng Pan, Soheil Sharifi-Asl

Mavs Open Press Open Educational Resources - Archive

Transportation Land Use Modeling and Policy provides a comprehensive introduction to land use and transportation models, offering a detailed exploration of integrated modeling approaches through case studies and real-world examples. It begins with an overview of current transportation planning issues and moves into several chapters dedicated to integrated land-use and transportation models, including Land Suitability, Lowry-type models, and more recent approaches such as MEPLAN and PECAS. The book also examines traditional travel demand modeling (TDM), giving readers a solid foundation in the subject.


Vulnerability Discovery On Broadcom Devices With Qemu, Christian Shane Douglas Little Oct 2024

Vulnerability Discovery On Broadcom Devices With Qemu, Christian Shane Douglas Little

USF Tampa Graduate Theses and Dissertations

System-on-chip (SoC) devices in the form of routers, access points, and smart appliances have become an increasingly prevalent aspect of our infrastructure. Performing vulnerability research on these devices may be exceptionally difficult given the on-hardware limitations, inability to guarantee certain aspects of the system, and lack of information when the appliance’s source code is not available.In this thesis, we present Broadfeather, a QEMU-based emulation target, and framework for dynamic analysis and instrumentation. While Broadfeather supports data types shared across many chips under the Broadcom umbrella, it is primarily geared towards the BCM6755 Wi-Fi 6E capable chipset. Broadfeather also features the …


A Proposed Architectural Strategies To Design A Healthy Home For Kids, Kareem Mahrous Ali Oct 2024

A Proposed Architectural Strategies To Design A Healthy Home For Kids, Kareem Mahrous Ali

Mansoura Engineering Journal

The research addresses the concept of Healthy Home for Kids and the importance of considering their needs and requirements in home design, because of Kids represents the nucleus and future of communities, also Home is the place where children spend most of the time and has a direct impact on their development, composition, and preparation for coexistence with the surrounding community. In spite of the importance of Home for Kids it is the most destructive building for children and does not help to stimulate children's basic areas of development in a comprehensive and integrated manner as a result of the …


Automation, Improvement, And Sensitivity Analysis Of 3d Parameterized Maize Stalk Models, Joseph Steven Carter Oct 2024

Automation, Improvement, And Sensitivity Analysis Of 3d Parameterized Maize Stalk Models, Joseph Steven Carter

Theses and Dissertations

Maize is the most grown crop in the world. Each year, 5% of maize is lost due to a phenomenon known as stalk lodging (breakage of the stalk below the ear). One of the most promising solutions to stalk lodging is to design stalks with superior geometry to increase stalk strength. Researchers have developed a 3D parameterized maize stalk model, but these models take a long time to structurally analyze and are missing important material properties. This thesis addressed these problems by developing an automated package for analyzing the 3D parameterized maize stalk model, and by measuring the longitudinal shear …


Bipolar Ionization Did Not Reduce Airborne Bacteria In A Lecture Hall, David A. Kormos, Nishit J. Shetty, Elliott T. Gall, Aaron J. Prussin, Amy Pruden, Linsey C. Marr Oct 2024

Bipolar Ionization Did Not Reduce Airborne Bacteria In A Lecture Hall, David A. Kormos, Nishit J. Shetty, Elliott T. Gall, Aaron J. Prussin, Amy Pruden, Linsey C. Marr

Mechanical and Materials Engineering Faculty Publications and Presentations

Ionization treatment of indoor air has attracted attention for its potential to inactivate airborne pathogens and reduce disease transmission, yet its real-world effectiveness remains unverified. We evaluated the impact of an in-duct, bipolar ionization system on airborne particles, including culturable bacteria, in a lecture hall. The ionizer was off with variable fan speed for 1 week, on with variable fan speed for a second week, and on with high and constant fan speed for a third week. We measured ion concentrations and aerosol particle concentrations, and we collected bioaerosol samples for analysis of 16S rRNA gene copies representing total bacteria …


Using Object-Based Classification To Estimate Built-Up Density In An Urban Environment: A Case Study In Ferizaj, Kosova, Pajtim Zariqi, Lena Halounova Oct 2024

Using Object-Based Classification To Estimate Built-Up Density In An Urban Environment: A Case Study In Ferizaj, Kosova, Pajtim Zariqi, Lena Halounova

UBT International Conference

In this research, built-up density is quantified in Ferizaj’s urban setting through object-based classification on Planet Imagery (0.5m) acquired in 2019. The identification of homogeneous urban features is done by using ArcGIS Pro software and Mean Shift Segmentation. This segmentation is rather useful in the identification of clusters by incorporating the spatial and spectral characteristics that distinguish builtup and non-built-up regions. Training samples were obtained from satellite imagery and aerial images collected in 2019 with equal distribution of samples in the classification. Object-based classification has major benefits over pixel-based techniques in using spatial context and minimizing misclassification in urban areas. …


Water Quality Standards Assessment, Using Epanet Modeling– Prishtina Case – Oxidation-Reduction Of Manganese On Dw Network, Sokol Xhafa Oct 2024

Water Quality Standards Assessment, Using Epanet Modeling– Prishtina Case – Oxidation-Reduction Of Manganese On Dw Network, Sokol Xhafa

UBT International Conference

Thermal stratification and water movement in reservoirs are key natural processes. While most effects of this movement are beneficial, such as increased oxygen levels, the presence of manganese (Mn) poses a challenge. During autumn, water circulation causes manganese to shift from its solid Mn(4+) form to the dissolved Mn(2+) form, preventing sedimentation and leading to issues in water treatment and distribution networks. This report focuses on these challenges at the Badovc Reservoir, near Prishtina, Kosovo. Built in 1965, Badovc is one of the oldest reservoirs in the country. Manganese, while usually an aesthetic issue that can cause "black water," can …


Energy And Environmental Awareness In Kosovo, Nexhmi Krasniqi, Armend Ymeri, Kadri Kadriu Oct 2024

Energy And Environmental Awareness In Kosovo, Nexhmi Krasniqi, Armend Ymeri, Kadri Kadriu

UBT International Conference

The scope of providing a public good often relies on social awareness and public support for it. This applies, in particular, to the global reduction of greenhouse gases and its importance for climate change mitigation. During the last 100 years, the use of coal has been focused to produce energy and since 1962 to produce electricity. In the coming years, energy development in Kosovo will be influenced by the standards and rules of the European energy community market. People are aware of today's environmental issues and current irresponsible behavior. Today, very little is said about ecological awareness. Energy and sustainable …


13th International Conference On Business, Technology And Innovation 2024, University For Business And Technology - Ubt Oct 2024

13th International Conference On Business, Technology And Innovation 2024, University For Business And Technology - Ubt

UBT International Conference

Welcome to IC – UBT 2024

UBT Annual International Conference is the 13th international interdisciplinary peer reviewed conference which publishes works of the scientists as well as practitioners in the area where UBT is active in Education, Research and Development. The UBT aims to implement an integrated strategy to establish itself as an internationally competitive, research-intensive university, committed to the transfer of knowledge and the provision of a world-class education to the most talented students from all background. The main perspective of the conference is to connect the scientists and practitioners from different disciplines in the same place and make …


International Conference On Energy Efficiency Engineering, University For Business And Technology - Ubt Oct 2024

International Conference On Energy Efficiency Engineering, University For Business And Technology - Ubt

UBT International Conference

UBT Annual International Conference is the 13th international interdisciplinary peer reviewed conference which publishes works of the scientists as well as practitioners in the area where UBT is active in Education, Research and Development. The UBT aims to implement an integrated strategy to establish itself as an internationally competitive, research-intensive university, committed to the transfer of knowledge and the provision of a world-class education to the most talented students from all background. The main perspective of the conference is to connect the scientists and practitioners from different disciplines in the same place and make them be aware of the recent …


International Conference On Civil Engineering And Infrastructure, University For Business And Technology - Ubt Oct 2024

International Conference On Civil Engineering And Infrastructure, University For Business And Technology - Ubt

UBT International Conference

UBT Annual International Conference is the 13th international interdisciplinary peer reviewed conference which publishes works of the scientists as well as practitioners in the area where UBT is active in Education, Research and Development. The UBT aims to implement an integrated strategy to establish itself as an internationally competitive, research-intensive university, committed to the transfer of knowledge and the provision of a world-class education to the most talented students from all background. The main perspective of the conference is to connect the scientists and practitioners from different disciplines in the same place and make them be aware of the recent …


International Conference On Computer Science, University For Business And Technology - Ubt Oct 2024

International Conference On Computer Science, University For Business And Technology - Ubt

UBT International Conference

UBT Annual International Conference is the 13th international interdisciplinary peer reviewed conference which publishes works of the scientists as well as practitioners in the area where UBT is active in Education, Research and Development. The UBT aims to implement an integrated strategy to establish itself as an internationally competitive, research-intensive university, committed to the transfer of knowledge and the provision of a world-class education to the most talented students from all background. The main perspective of the conference is to connect the scientists and practitioners from different disciplines in the same place and make them be aware of the recent …


Spatial Surveying Characteristics And Reconstruction Method Of Millimetre Wave Radar In Complex Environment Of Coal Mine Roadway, Xue Xusheng, Yang Xingyun, Yue Jianing, Wang Chuanwei, Mao Qinghua, Ma Hongwei, Wang Rongquan Oct 2024

Spatial Surveying Characteristics And Reconstruction Method Of Millimetre Wave Radar In Complex Environment Of Coal Mine Roadway, Xue Xusheng, Yang Xingyun, Yue Jianing, Wang Chuanwei, Mao Qinghua, Ma Hongwei, Wang Rongquan

Coal Geology & Exploration

Objective Underground spatial surveying of coal mine is an important part of transparent geological modelling for coal mine. However, the complex environment of coal mine roadway, incomplete information acquisition, insufficient accuracy of sensed data and other difficulties need to be urgently solved. Methods First, the signal characteristics of millimeter wave radar under the complex environmental factors such as dust, water mist, surrounding rock structure, etc. were studied in depth, the millimeter wave signal attenuation model was established for the surrounding rock of coal mine roadway, and the influence mechanism of complex environmental factors for millimeter wave radar was comparatively analyzed. …


Identification Of Acoustic Emission Signal Measuring Channels, Miraziz Vorisovich Sagatov Oct 2024

Identification Of Acoustic Emission Signal Measuring Channels, Miraziz Vorisovich Sagatov

Chemical Technology, Control and Management

When developing design monitoring systems based on the acoustic emission method, the dynamic properties of the entire AE signal path, which are related to fast processes, are important. The corresponding mathematical models must be used to consider the dynamics of the measurement system channels. In addition, it is necessary to provide the possibility of a detailed analysis of acoustic emission signals with the definition of a certain set of their parameters, such as amplitude, pulse steepness, duration, etc. The vector of such parameters is a signal portrait that can be used to solve monitoring and diagnostics problems. Providing for the …


Intensification Of Convective Heat Transfer In Tubular-Grid Packings Of Rectification Columns, Ainagul Abdiualievna Nurillaeva, Elbek Tulkinovich Mavlonov, Khabibulla Sadullaevich Nurmukhamedov, Nazora Sharofovna Khudoiberdieva Oct 2024

Intensification Of Convective Heat Transfer In Tubular-Grid Packings Of Rectification Columns, Ainagul Abdiualievna Nurillaeva, Elbek Tulkinovich Mavlonov, Khabibulla Sadullaevich Nurmukhamedov, Nazora Sharofovna Khudoiberdieva

Chemical Technology, Control and Management

The paper presents the results of an experimental study on the intensification of convective heat exchange in tubular-lattice packings of rectification columns. Currently, in various sectors of the country's economy, either plate or packed rectification columns are mainly used, and combined devices are not used. Therefore, in this paper, studies were conducted on the intensification of the rectification process by using tubes with spiral turbulators with their staggered and corridor placement in the tube sheet. Analysis of the experimental data showed that the pitch of the turbulators s/deb significantly affects the heat exchange process. At the pitch of the spiral …


Flow Distribution In Magnetic Circuits Of Measuring Transducers With Distributed Parameters And A Concentrated Longitudinal Excitation Winding, Kamila Jurayeva, Javharbek Fayzullayev, Usmon Mukhtorov Oct 2024

Flow Distribution In Magnetic Circuits Of Measuring Transducers With Distributed Parameters And A Concentrated Longitudinal Excitation Winding, Kamila Jurayeva, Javharbek Fayzullayev, Usmon Mukhtorov

Chemical Technology, Control and Management

The given paper presents the flow distribution in magnetic circuits of measuring transducers with distributed resistance parameters of long ferromagnetic rods and the magnetic capacitance between them and a concentrated excitation winding using the example of a magnetic circuit of a new magnetically elastic tensile force measuring transducer. It is shown that in such magnetic circuits, the magnetic voltage and magnetic flux into the section of the excitation winding installation have maximum values, gradually decreasing from this section toward the end parts of the magnetic circuit. Suppose the rate of change of the magnetic voltage along the coordinate is practically …


Investigation Of Magnetic Circuits Of Measuring Transducers With A Distributed Longitudinal Excitation Winding, Javharbek Fayzullayev, Kamika Jurayeva, Usmon Mukhtorov Oct 2024

Investigation Of Magnetic Circuits Of Measuring Transducers With A Distributed Longitudinal Excitation Winding, Javharbek Fayzullayev, Kamika Jurayeva, Usmon Mukhtorov

Chemical Technology, Control and Management

The article examines the laws of distribution of magnetic voltage and magnetic flux in magnetic circuits of measuring transducers with distributed resistance parameters of long ferromagnetic rods and magnetic capacitance between them and a transverse distributed excitation winding using the example of a magnetic circuit of a new magnetically elastic force converter. It is established that in such magnetic circuits, the magnetic voltage changes its sign when passing through the section of the magnetic neutral, and the magnetic flux in the magnetic neutral has a maximum value, with a fixed value of the length of the distributed excitation winding, the …


A New Method Of Determination Of Intercalibration Intervals Of Measuring Instruments Of Physico-Chemical Quantities Taking Into Account The Uncertainty Of Measurements, Sh.M. Masharipov, P.M. Matyaqubova Oct 2024

A New Method Of Determination Of Intercalibration Intervals Of Measuring Instruments Of Physico-Chemical Quantities Taking Into Account The Uncertainty Of Measurements, Sh.M. Masharipov, P.M. Matyaqubova

Chemical Technology, Control and Management

This paper presents a new method that can be applied in the field of metrology to determine and change the intercalibration periodicity during the operation of measuring instruments (certified standard chemical samples) used in the field of state metrological control and supervision. In modern metrology, the key issue is the determination and correction of intercalibration periodicity during the use of measuring instruments. The present paper presents a new method that can be applied in the sphere of state metrological control and supervision to improve the accuracy and reliability of measurements. The proposed method is intended only for exemplary measuring instruments …


Improvement Of Methods And Means For Increasing The Accuracy Of Instruments For Measuring The Flow Of Liquids And Gases, U.A. Ruziyev, E.E. Ortikov Oct 2024

Improvement Of Methods And Means For Increasing The Accuracy Of Instruments For Measuring The Flow Of Liquids And Gases, U.A. Ruziyev, E.E. Ortikov

Chemical Technology, Control and Management

The work is devoted to the issue of increasing the accuracy of liquid flow measurement devices, containing a primary measuring transducer for measuring the pressure drop in a narrowed section of a pipeline, temperature sensors, a microprocessor, non-volatile memory, and a communication interface. To reduce uncertainty, the liquid flow measurement temperature compensation of the flow-measuring transducer is performed based on the readings of the temperature sensor installed in the measurement environment. The secondary transducer readings are calibrated based on the temperature sensor readings installed in the computing unit of the measuring device. For reliable measurement of the gas-liquid media flow, …


Experimental Study To Assess The Role Of Environment And Device Type On The Success Of Social Engineering Attacks: The Case Of Judgment Errors, Tommy Pollock Oct 2024

Experimental Study To Assess The Role Of Environment And Device Type On The Success Of Social Engineering Attacks: The Case Of Judgment Errors, Tommy Pollock

Cybersecurity Graduate Research Symposium

No abstract provided.


Assessing Organizational Investments In Cybersecurity And Financial Performance Before And After Data Breach Incidents Of Cloud Saas Platforms, Munther B. Ghazawneh Oct 2024

Assessing Organizational Investments In Cybersecurity And Financial Performance Before And After Data Breach Incidents Of Cloud Saas Platforms, Munther B. Ghazawneh

Cybersecurity Graduate Research Symposium

No abstract provided.