Digital Commons Network^™

Part 2: Virginia's Metropolitan Areas: Growth, Challenges, And The Road Ahead, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Commonwealth Reports

In this chapter, we survey the performance of Virginia’s metropolitan areas this decade. We first discuss population trends and the demographic challenges facing metro areas. We then delve into measures of economic activity, including taxable sales and Gross Domestic Product (GDP). We also discuss labor markets in each metro area. We conclude with thoughts about how Virginia can foster growth across its metropolitan areas.

Simulation-Based Adaptive Interface For Personalized Learning Of Ai Fundamentals In Secondary School, Sara Guerreiro-Santalla, Dalila Duraes, Helen Crompton, Paulo Novais, Francisco Bellas

STEMPS Faculty Publications

This paper presents the first results on the validation of a new Adaptive E-learning System, focused on providing personalized learning to secondary school students in the field of education about AI by means of an adaptive interface based on a 3D robotic simulator. The prototype tool presented here has been tested at schools in USA, Spain, and Portugal, obtaining very valuable insights regarding the high engagement level of students in programming tasks when dealing with the simulated interface. In addition, it has been shown the system reliability in terms of adjusting the students’ learning paths according to their skills and …

The Transformative Integration Of Artificial Intelligence With Cmmc And Nist 800-171 For Advanced Risk Management And Compliance, Mia Lunati

Cybersecurity Undergraduate Research Showcase

This paper explores the transformative potential of integrating Artificial Intelligence (AI) with established cybersecurity frameworks such as the Cybersecurity Maturity Model Certification (CMMC) and the National Institute of Standards and Technology (NIST) Special Publication 800-171. The thesis argues that the relationship between AI and these frameworks has the capacity to transform risk management in cybersecurity, where it could serve as a critical element in threat mitigation. In addition to addressing AI’s capabilities, this paper acknowledges the risks and limitations of these systems, highlighting the need for extensive research and monitoring when relying on AI. One must understand boundaries when integrating …

The Vulnerabilities To The Rsa Algorithm And Future Alternative Algorithms To Improve Security, James Johnson

Cybersecurity Undergraduate Research Showcase

The RSA encryption algorithm has secured many large systems, including bank systems, data encryption in emails, several online transactions, etc. Benefiting from the use of asymmetric cryptography and properties of number theory, RSA was widely regarded as one of most difficult algorithms to decrypt without a key, especially since by brute force, breaking the algorithm would take thousands of years. However, in recent times, research has shown that RSA is getting closer to being efficiently decrypted classically, using algebraic methods, (fully cracked through limited bits) in which elliptic-curve cryptography has been thought of as the alternative that is stronger than …

The Underrepresentation Of Black Females In Cybersecurity, Makendra Latrice Crosby

Cybersecurity Undergraduate Research Showcase

The significance of cybersecurity methods, strategies, and programs in protecting computers and electronic devices is crucial throughout the technological infrastructure. Despite the considerable growth in the cybersecurity field and its expansive workforce, there exists a notable underrepresentation, specifically among Black/African American females. This study examines the barriers hindering the inclusion of Black women in the cybersecurity workforce such as socioeconomic factors, limited educational access, biases, and workplace culture. The urgency of addressing these challenges calls for solutions such as education programs, mentorship initiatives, creating inclusive workplace environments, and promoting advocacy and increased awareness within the cybersecurity field. Additionally, this paper …

Rising Threat - Deepfakes And National Security In The Age Of Digital Deception, Dougo Kone-Sow

Cybersecurity Undergraduate Research Showcase

This paper delves into the intricate landscape of deepfakes, exploring their genesis, capabilities, and far-reaching implications. The rise of deepfake technology presents an unprecedented threat to American national security, propagating disinformation and manipulation across various media formats. Notably, deepfakes have evolved from a historical backdrop of disinformation campaigns, merging with the advancements of artificial intelligence (AI) and machine learning to craft convincing but false multimedia content.

Examining the capabilities of deepfakes reveals their potential for misuse, evidenced by instances targeting individuals, companies, and even influencing political events like the 2020 U.S. elections. The paper highlights the direct threats posed by …

Lip(S) Service: A Socioethical Overview Of Social Media Platforms’ Censorship Policies Regarding Consensual Sexual Content, Sage Futrell

Cybersecurity Undergraduate Research Showcase

The regulation of sexual exploitation on social media is a pressing issue that has been addressed by government legislation. However, laws such as FOSTA-SESTA has inadvertently restricted consensual expressions of sexuality as well. In four social media case studies, this paper investigates the ways in which marginalized groups have been impacted by changing censorship guidelines on social media, and how content moderation methods can be inclusive of these groups. I emphasize the qualitative perspectives of sex workers and queer creators in these case studies, in addition to my own experiences as a content moderation and social media management intern for …

Privacy Concerns And Proposed Solutions With Iot In Wearable Technology, Hyacinth Abad

Cybersecurity Undergraduate Research Showcase

This paper examines the dynamic relationship between IoT cybersecurity and privacy concerns associated with wearable devices. IoT, with its exponential growth, presents both opportunities and challenges in terms of accessibility, integrity, availability, scalability, confidentiality, and interoperability. Cybersecurity concerns arise as diverse attack surfaces exploit vulnerabilities in IoT systems, necessitating robust defenses. In the field of wearable technology, these devices offer benefits like health data tracking and real-time communication. However, the adoption of these devices raises privacy concerns. The paper explores proposed solutions, including mechanisms for user-controlled data collection, the implementation of Virtual Trip Line (VTL) and virtual wall approaches, and …

Ways To Make Cybersecurity Education/Opportunities More Accessible In The Philippine Public School System, Joshua Oania

Cybersecurity Undergraduate Research Showcase

This paper will examine how the Philippines can make cybersecurity education more accessible in their public school system. The solutions it proposes include making cybersecurity a part of the school curriculum, creating summer/internship programs for Junior and Senior High School students in multiple different areas within cybersecurity, and providing basic infrastructure and resources for students to meet their educational needs and aspirations.

Integrating Ai Into Uavs, Huong Quach

Cybersecurity Undergraduate Research Showcase

This research project explores the application of Deep Learning (DL) techniques, specifically Convolutional Neural Networks (CNNs), to develop a smoke detection algorithm for deployment on mobile platforms, such as drones and self-driving vehicles. The project focuses on enhancing the decision-making capabilities of these platforms in emergency response situations. The methodology involves three phases: algorithm development, algorithm implementation, and testing and optimization. The developed CNN model, based on ResNet50 architecture, is trained on a dataset of fire, smoke, and neutral images obtained from the web. The algorithm is implemented on the Jetson Nano platform to provide responsive support for first responders. …

Potential Security Vulnerabilities In Raspberry Pi Devices With Mitigation Strategies, Briana Tolleson

Cybersecurity Undergraduate Research Showcase

For this research project I used a Raspberry Pi device and conducted online research to investigate potential security vulnerabilities along with mitigation strategies. I configured the Raspberry Pi by using the proper peripherals such as an HDMI cord, a microUSB adapter that provided 5V and at least 700mA of current, a TV monitor, PiSwitch, SD Card, keyboard, and mouse. I installed the Rasbian operating system (OS). The process to install the Rasbian took about 10 minutes to boot starting at 21:08 on 10/27/2023 and ending at 21:18. 1,513 megabytes (MB) was written to the SD card running at (2.5 MB/sec). …

How Chatgpt Can Be Used As A Defense Mechanism For Cyber Attacks, Michelle Ayaim

Cybersecurity Undergraduate Research Showcase

The powers of OpenAI's groundbreaking AI language model, ChatGPT, startled millions of users when it was released in November. But for many, the tool's ability to further accomplish the goals of evil actors swiftly replaced their initial excitement with significant concerns. ChatGPT gives malicious actors additional ways to possibly compromise sophisticated cybersecurity software. Leaders in a sector that is currently suffering from a 38% global spike in data breaches in 2022 must acknowledge the rising influence of AI and take appropriate action. Cybercriminals are writing more complex and focused business email compromise (BEC) and other phishing emails with the assistance …

The Analysis And Impact Of Artificial Intelligence On Job Loss, Ava Baratz

Cybersecurity Undergraduate Research Showcase

This paper illustrates the analysis and impact of Artificial Intelligence (AI) on job loss across various industries. This paper will discuss an overview of AI technology, a brief history of AI in industry, the positive impacts of AI, the negative impacts of AI on employment, AI considerations that contribute to job loss, the future outlook of AI, and employment loss mitigation strategies Various professional source articles and reputable blog posts will be used to finalize research on this topic.

New Paths Of Attacks: Revealing The Adaptive Integration Of Artificial Intelligence In Evolving Cyber Threats Targeting Social Media Users And Their Data, Larry Teasley

Cybersecurity Undergraduate Research Showcase

The intersection between artificial intelligence tools and social media has opened doors to numerous opportunities and risks. This research delves into the escalating threat landscape in a society heavily dependent on social media. Despite the efforts by social media companies and cybersecurity professionals to mitigate cyber-attacks, the constant advancements of new technologies render social media platforms increasingly vulnerable. Malicious actors exploit generative AI to collect user data, enhancing cyber threats on social media. Notably, generative AI amplifies phishing attacks, disseminates false information, and propagates propaganda, posing substantial challenges to platform security. Ease access to large language models (LLMs) further complicates …

A Review Of Threat Vectors To Dna Sequencing Pipelines, Tyler Rector

Cybersecurity Undergraduate Research Showcase

Bioinformatics is a steadily growing field that focuses on the intersection of biology with computer science. Tools and techniques developed within this field are quickly becoming fixtures in genomics, forensics, epidemiology, and bioengineering. The development and analysis of DNA sequencing and synthesis have enabled this significant rise in demand for bioinformatic tools. Notwithstanding, these bioinformatic tools have developed in a research context free of significant cybersecurity threats. With the significant growth of the field and the commercialization of genetic information, this is no longer the case. This paper examines the bioinformatic landscape through reviewing the biological and cybersecurity threats within …

The Propagation And Execution Of Malware In Images, Piper Hall

Cybersecurity Undergraduate Research Showcase

Malware has become increasingly prolific and severe in its consequences as information systems mature and users become more reliant on computing in their daily lives. As cybercrime becomes more complex in its strategies, an often-overlooked manner of propagation is through images. In recent years, several high-profile vulnerabilities in image libraries have opened the door for threat actors to steal money and information from unsuspecting users. This paper will explore the mechanisms by which these exploits function and how they can be avoided.

Knowing Just Enough To Be Dangerous: The Sociological Effects Of Censoring Public Ai, David Hopkins

Cybersecurity Undergraduate Research Showcase

This paper will present the capabilities and security concerns of public AI, also called generative AI, and look at the societal and sociological effects of implementing regulations of this technology.

From The Instructor, Demetrice Smith-Mutegi

Inclusive Strategies for Teaching Secondary Mathematics and Science

This brief provides an explanation of the context under which these manuscripts were created. The manuscripts in this series describe six secondary science lessons and two secondary mathematics lessons that have been implemented in local Virginia schools. These lessons are aligned with current Virginia SOLs and reflect inclusive and engaging practices. Further, each lesson is developed by an individual author and shared in their own voices.

Mystery Mutt: Dna Analysis With A Dog Named Charlie, Kelly M. Jones

Inclusive Strategies for Teaching Secondary Mathematics and Science

This article provides an in-depth exploration of the design, execution, and outcomes of the "Mystery Mutt: DNA analysis with a dog named Charlie" lesson. Designed for seventh-grade life science students, the lesson focuses on unraveling the correlation between genotype and phenotype using authentic pet DNA test results. Grounded in real-life experiences and employing a multi-dimensional approach, the lesson successfully bridges the gap between theoretical genetic concepts and practical applications. The article discusses the lesson's alignment with academic standards, consideration of materials and safety, its unique classroom context, and the engaging phases of exploration, explanation, elaboration, evaluation, and closure. The emphasis …

Using Multiple Modes Of Learning In A High School Genetic Engineering Lesson, Hannah Stuart

Inclusive Strategies for Teaching Secondary Mathematics and Science

The goal of this article is to discuss a genetic engineering lesson presented to high school biology students to obtain mastery of the Biology Standard of Learning (BIO.5e) associated with genetic engineering products and practices. The lesson described in this article follows the 5E lesson plan model. Therefore, the article will describe the 5Es used in the creation and implementation of this lesson: engage, explore, explain, elaborate, and evaluate. This article focuses on the use of resources and activities that appeal to students with varying learning styles and looks at the effectiveness of individualized teacher-student attention during individual practice time. …

Microscope Investigations: An Inquiry-Based Cell Lab, Joshua Whittaker, R. Whitlow

Inclusive Strategies for Teaching Secondary Mathematics and Science

This lesson is a collaborative effort between a student teacher and a cooperating senior teacher to design and implement an engaging and exploratory microscope lab for 7th-grade students. The goal of this lesson is to cultivate excitement, interest, and exploration in students who are new to using microscopes, aligning with the Virginia 7th Grade Life Science Standards of Learning on cells and cell theory. This lab incorporates two microscope stations—one focusing on fundamental skills and the other on inquiry-based exploration. By employing the 5E model of instruction, this paper details how students progress through engagement, exploration, explanation, elaboration, and evaluation …

A Cellular Division Called Mitosis, Betsy Kent

Inclusive Strategies for Teaching Secondary Mathematics and Science

In biology, cellular reproduction is a fundamental process that ensures the growth and repair of living organisms. This article will detail the lesson that meets the needs of students with disabilities by applying several Universal Design for Learning (UDL) principles. The plan will be taught over a span of five days and focus on the fundamental process that allows living organisms to grow, repair damaged tissues, and reproduce. The students will have several hands-on activities that will enhance the lecture part of the lesson. Understanding cellular reproduction is crucial in comprehending the complexity and resilience of life itself.

Multiplying And Dividing Fractions And Mixed Numbers Using Multiple Models, Pavithra Sridhar

Inclusive Strategies for Teaching Secondary Mathematics and Science

This lesson is based on the study of Multiplying and Dividing Fractions using multiple representations, and the subsequent application of these concepts to real-life situations. In this lesson, we demonstrate/model multiplication and division of fractions (proper or improper) and mixed numbers using multiple models. We solve single-step and multistep practical problems involving addition, subtraction, multiplication, and division with and without models. The sum, difference, product, and quotient of fraction and mixed number problems are determined. We also determine the sum and difference of fraction, mixed number, and fraction, division, and product of mixed numbers. This lesson focuses on the use …

Teaching Cells To Diverse Learners In The Modern Classroom, Avery Tully

Inclusive Strategies for Teaching Secondary Mathematics and Science

During this lesson, my main focus was to engage students in deeper learning about the importance of cells and all the aspects of structure, function, and history. My classroom is extremely diverse as I teach in Northern Virginia, a true melting pot. I have attached the population of minorities in Northern Virginia. This shows that over half of the population is minorities, well over the national average. You will also see the graph of ESOL homes in Northern Virginia. This graph shows that over 35% of homes in Northern Virginia speak another primary language other than English in their homes.

The World Around Us: Physical And Chemical Changes, Erica Carpenter

Inclusive Strategies for Teaching Secondary Mathematics and Science

The following article describes a lesson that provides students with a better understanding of the world around them. Specifically, the students investigate real-life examples to expand their learning about physical and chemical changes. This lesson is appropriate for middle school students. Within the lesson, the teacher provides readers with resources and activities that can be used to cultivate a culturally relevant pedagogy. Students are provided with a variety of activities to spark their interest in science.

The Prevalence Of Burnout In Saudi Arabia Dental Hygienists, Nouf Hamad Aldayel

Dental Hygiene Theses & Dissertations

Purpose: The purpose of this pilot study was to assess the prevalence of burnout in Saudi Arabian dental hygienists and identify risk factors associated with burnout. Methods: A descriptive survey design using the Copenhagen Burnout Inventory (CBI) assessed burnout among a convenience sample of n=123 Saudi dental hygienists. The survey was disseminated electronically to 1,000 Saudi Arabian dental hygienists. The CBI measures three subscales: personal, work-related, and client/patient-related burnout on a five-point Likert-type scale. The survey also included six demographic questions, two Likert-type, one “yes/no,” and one openended question, related to burnout. Descriptive statistics, one-way between subject’s ANOVA, independent samples …

A New View Of Chlorophyll Dynamics In The Southern Mid-Atlantic Bight From A Two-Year High-Resolution Spray Glider Survey, Francesco Lane

OES Theses and Dissertations

The southern Mid-Atlantic Bight (MAB) near Cape Hatteras, NC, USA, is likely a hotspot for the episodic export of carbon-rich shelf waters to the open ocean. Over a 2 year period, from March 2017 to May 2019, Spray gliders repeatedly occupied transects, along the slope and across the shelf, generating high-resolution chlorophyll fluorescence (fChl) data in the southern MAB. This study implements an fChl calibration method utilizing remotely sensing ocean color as a standard. We validate the method’s utility by demonstrating a reduction in post-calibration cross-mission fChl variability and demonstrating close correspondence between the calibrated fChl data and an in …

Assessing The Effectiveness Of A Transdisciplinary Culturally Relevant Stem Curriculum Intervention On High School Chemistry Students’ And Teachers’ Learning Experiences, Rachel Sparks White

Teaching & Learning Theses & Dissertations

Within traditional secondary science, technology, engineering, and mathematics (STEM) education, students in the United States and many other nations are taught and assessed in discipline-specific silos through separately required standards and skills. The integration of curriculum across the STEM disciplines is essential to increase student learning and create relevance in the classroom, yet teachers find this approach to be challenging due to the lack of resources and traditional training methods. In Spring 2023, the CReST (Culturally Relevant STEM) research team conducted a mixed methods study in a mid-Atlantic US high school using a uniquely designed transdisciplinary and culturally relevant six-instructional …

Switching Methods For Three-Dimensional Rotational Dynamics Using Modified Rodrigues Parameters, Matthew Jarrett Banks

Mechanical & Aerospace Engineering Theses & Dissertations

A rigid body in space has three degrees of rotational freedom. As a result, a minimum of three independent parameters is required to define the three-dimensional orientation of a rigid body. As is well known, every set of three independent parameters has at least one orientation where mathematical or geometrical singularities are encountered; therefore, when the use of a three-parameter representation is desired, a method for singularity avoidance must also be considered. A common practice for singularity avoidance is to switch between parameter sets whose singularities occur at different orientations. With this in mind, modified Rodrigues parameters (MRP) are considered …

Dental Hygiene Students Reported Physiological Symptoms Associated With Wearing An N95 Respirator Mask, Peyton Shea Butler

Dental Hygiene Theses & Dissertations

Purpose: Physiological symptoms and comfort levels while wearing an N95 respiratory mask has not been examined with dental hygienists. The purpose of this study was to investigate dental hygiene students reported physiological symptoms and comfort perception while wearing an N95 respirator mask during patient care appointments. Methods: After IRB approval (IRB #1987754-2), a 16-item questionnaire was distributed through email to a convenience sample of 65 dental hygiene students. Questions assessed respiratory, dermatologic, cardiac, mask mouth and general physiological symptoms, as well as comfort levels. Additionally, participants were asked to respond to demographic questions and one open ended question inquiring about …