Digital Commons Network^™

Detecting Bitstream-Level Fpga Trojans With An Snn, Kylie Arnett

Shelby Hall Graduate Research Forum Presentations

Limited research has been conducted on SNNs for FPGA Trojan detection. FPGA design is often handled by manufacturers outside the U.S. FPGA manufactures outsource production to third-party foundries. This multi-step process introduces security vulnerabilities and increases risk of Hardware Trojan insertion.

Key Questions: To what extent can an FPGA be manipulated at the bitstream level to enable or disable encryption algorithms?

Can SNNs accurately detect the presence of Trojans within an FPGA?

Eeg Features And Rotterdam Head Ct Score Predict Early Favorable Outcome In Pediatric Severe Tbi, Xuexin Lu

Presentations

INTRODUCTION Accurate prognostication after pediatric severe TBI (sTBI) remains challenging. We examined the utility of continuous EEG (cEEG) and Rotterdam head CT score in predicting short-term favorable outcome. METHODS 7-yr (01/2018-12/2024) retrospective study of children aged 1.5-18 yrs admitted to our PICU with sTBI and receiving cEEG monitoring per institutional protocol. Early favorable outcome was defined as Pediatric Cerebral Performance Category scale 1-3 at PICU discharge. cEEG features (background, sleep architecture, reactivity, and seizure) during the 1st 12-hrs of monitoring and initial Rotterdam head CT scores were recorded. Demographics, GCS score, pupillary reactivity, injury severity score (ISS), clinical seizure, cardiac …

Bridging The Distance: Expanding Access To Mental Health Services In School, Griffin Gallagher, Arayah St John, Kaylie Svir

Master of Social Work Student Policy Advocacy Briefs

All students should have equitable access to mental health services in schools. In Minnesota, there has been an 11% increase in students experiencing long-term mental health challenges since 2016, and only 1 in 5 students receive the assistance they need. Students are experiencing a lack of access to mental health services in schools due to barriers of cost, transportation, shortage of support staff, and stigma. When mental health services are not provided in schools, this results in a decrease in school attendance, higher dropout rates, and negative school environments, affecting the long-term outcomes and needs of the child. Mental health …

Housing After Recovery: Expanding Access For Justice-Involved Individuals, Calvin Parzych, Melinda Gillen, Juliet Worayewaa, Mikayla Witter

Master of Social Work Student Policy Advocacy Briefs

Every human being deserves access to safe, stable housing, especially individuals in recovery from substance use disorders. These individuals face significant barriers to stable housing, especially when their criminal records are considered by landlords. This can pose a risk to potential relapse, homelessness, and overall struggle to maintain recovery. Addressing housing discrimination for all members of society, especially justice-involved individuals, can aid in resolving public health and social justice issues that continue to be a long-standing problem.

March 2026 Library News, University Libraries

Library News

No abstract provided.

Bankrupt Crypto Organizations, Kara Bruce, Christopher K. Odinet, Andrea Tosato

North Carolina Law Review

No abstract provided.

When You're Just Not "Indian" Enough: The Erosion Of Tribal Sovereignty In State V. Nobles And The Case For Deference To Tribes On Questions Of Indian Status, Daniel G. Sullivan

North Carolina Law Review

No abstract provided.

Hss 216 Introduction To Motivational Interviewing, Juline A. Koken

Open Educational Resources

This syllabus contains links to an OER textbook that was adopted for our Introduction to Motivational Interviewing course, along with additional links to OER videos and additional readings.

Hss 295, Juline A. Koken

Open Educational Resources

This syllabus contains links to existing OER materials as well as additonal readings for our HSS 295 Community Organizing class.

Teaching On The Clock, Michael Burla Do

Faculty Development Tips

No abstract provided.

The Emerging And Evolving Evidence Supporting Creatine As An Ergogenic Aid: History And Applications, Chad Kerksick, Drew Gonzalez, Jeffrey Stout, Scott Forbes, Darren Candow, Tim Ziegenfuss, Ronald Marshall, René Schwesig, Richard Kreider

Faculty Scholarship

Background

Creatine is one of the most extensively studied ergogenic aids, with over three decades of research supporting its role in exercise performance, recovery, and health.

Methods

This narrative review summarizes the historical development of creatine supplementation and evaluates evidence regarding its mechanisms, efficacy across active, athletic populations (e.g. strength, endurance, team-sport), and tactical (e.g. military, law enforcement) populations, and its safety profile.

Results

The evidence suggests that creatine enhances phosphocreatine resynthesis and cellular energy availability, resulting in consistent improvements in high-intensity exercise performance, training adaptations, lean body mass, strength, and power. Additional findings indicate that creatine may attenuate exercise-induced …

Analyzing Access To Livelihood Opportunities Among Migrants, Refugees And Asylum-Seekers In Egypt, Sara Sadek, Nada Hegazy, Shaimaa Gheith, Mahmoud Mansour

Faculty Journal Articles

The study “Access to livelihood opportunities among migrants, refugees and asylum- seekers in Egypt,” was conducted under the framework of the Egyptian Migration Hub (EHUB) project. It focused on underscoring the prospects of challenges with regards to the employment of such groups in the informal labor economy in Egypt considering the current limitations in the legal framework. The study adopted a qualitative method including 46 KIIs and 46 FGDs conducted in three governorates: Greater Cairo, Alexandria and Damietta. In December 2024 the law 164 governing refugee and asylum issues in Egypt was enacted with Article 18 stipulating the right to …

Portable Ice Cube Maker, Ayden Ziegler, Emiliano Hansen, Wyatt Engdahl, Dane Hansen

Mechanical Engineering

This Final Design Report outlines the senior design project undertaken by a team of mechanical engineering students at California Polytechnic State University, San Luis Obispo, for the development of a portable backpacking ice cube maker. The project aims to design, build, and test a lightweight, compact device that produces ice cubes for backpackers in remote outdoor environments. The goal is to create a functional prototype that is durable, user-friendly, and suitable for backcountry use. This document details background research, project objectives, and project plan, and current design status.

Trademarks Beyond The Dictionary: A Corpus Linguistics Approach To The International Implementation Of The Rule Of Foreign Equivalents, George Mcmullin

Nevada Law Journal

No abstract provided.

A Manifesto For Plant Science Education, Elizabeth Alvey, Andrea Paterlini, Mary E. Williams, Mia E. Cerfonteyn, Samantha Dobbie, Steven Dodsworth, Sonja D. Dunbar, Lauren R. Headland, Anastasia Kolesnikova, Pankaj Kumar, Silvia Manrique, Catherine Mansfield, Sebastian Stroud, Shannon Woodhouse, Hailey Ashton, Yoselin Benitez-Alfonso, Emily Breeze, Kelsey J.R.P. Byers, Chana P. Chetariya, Beth C. Dyson, Alec Forsyth, Beatriz Gonçalves, Camila Gonzalez, Daniel M. Jenkins, Joanna Kacprzyk, Kirsten Knox, George R. Littlejohn, Sara Lopez-Gomollon, Enrique López-Juez, Claudia Martinho

School of Biological and Marine Sciences

Societal Impact Statement: Plants provide oxygen, food, shelter, medicines and environmental services, without which human society could not exist. Tackling pressing and global challenges requires well-trained plant scientists and plant-aware individuals. This manifesto provides a practical evidence-based vision to strengthen plant science education, focused on five strategic priorities. It is relevant to all stakeholders within plant science and beyond: from frontline educators to institutional leaders; from commercial or charitable professionals to entrepreneurs and donors; from individual community members to their legislative representatives. Strengthening plant science education demands concrete actions from all stakeholders, ultimately to the benefit of us all. Summary: …

Oral Ferrous Sulphate Supplementation Has Greater Efficacy, But Lower Tolerance Than Iron (Iii)-Hydroxide Polymaltose Complexes In Exercising Women With Low Iron Stores, Alannah Ka Mckay, Sophie Broome, Nicolin Tee, Kin Lui Yim, Marc Sim, Peter Peeling, Louise M. Burke

Research outputs 2022 to 2026

Background & Aims: Iron deficiency (ID) is a global health condition that predominately affects women. Although oral iron supplementation is an effective treatment strategy for this issue, gastrointestinal complaints are common, and if persistent, may lead to poor compliance. The efficacy of different iron formulations which claim to improve tolerance is unclear. This study assessed the efficacy and tolerability of ferrous sulphate (FS) and iron (III)-hydroxide polymaltose complex (IPC) supplementation in three different cohorts of women.. Methods: This study implemented a 12-week, single-blind, randomized controlled trial. Eligible participants had a serum ferritin concentration of <50 μg/L and met specific inclusion criteria to be enrolled to either the athlete, pre-menopausal or post-menopausal groups. Participants were randomized to receive FS (equivalent to 105 mg elemental iron) plus sodium ascorbate or IPC (equivalent to 100 mg elemental iron) daily. Venous blood samples were collected at baseline, 4-, 8- and 12-weeks of supplementation. A daily questionnaire was completed throughout the study period, documenting supplement tolerance (number and severity of symptoms), exercise load, menstrual characteristics, and supplement compliance. Results: Fifty-seven participants completed the intervention with a compliance rate of 94.9 % [range: 74.8-100 %]. A significant interaction between supplement and time was evident for ferritin (p < 0.001), where FS increased after 12 weeks (+109 %; p < 0.001) but no change was evident in IPC (+7 %; p = 0.727). No differences were detected between cohorts (p > 0.05). The IPC group had a …

Assessing Liver And Iron Markers In Steady State Pediatric Scd Patients To Ascertain The Hepatic Consequences Of Hemotransfusion: A Case-Control Study In Ghana, John Agyemang Sah, Stephen Twumasi, Allwell Adofo Ayirebi, Benedict Sackey, Enoch Odame Anto, Richard Vikpebah Duneeh, Ebenezer Senu, Veronica Barnor, David Boakye, Daniel Nii Martey Antonio, Wina Ivy Ofori Boadu

Research outputs 2022 to 2026

Background and Aims: Between 200,000 and 300,000 children with sickle cell disease (SCD) are born in Africa every year, with 75%–80% of these children living in sub-Saharan Africa. In newborns with SCD, significant iron accumulations may develop because of their increased risk of requiring multiple blood transfusions. This study aimed to assess the hepatic effects of hemotransfusion in pediatric SCD patients in steady state by measuring liver and iron markers. Methods: This case-control research enrolled 120 children with SCD and 60 children without SCD from the Asokwa Children's Hospital Sickle Cell Clinic and Child Welfare Clinic. Participants’ sociodemographic information, history …

Measuring Plantar Flexor Voluntary Activation And Maximal Voluntary Contraction In A Portable, Seated Method: A Validity And Reliability Study, Molly E. Coventry, Andrea B. Mosler, Paola T. Chivers, Brady D. Green, Ebonie K. Rio, Myles C. Murphy

Research outputs 2022 to 2026

Background: Voluntary activation testing quantifies the ability of the motor nervous system to produce maximal force. Laboratory assessment of ankle plantar flexor voluntary activation is common, but field testing in practical settings is limited by equipment portability. We aimed to compare plantar flexor voluntary activation and maximal voluntary contraction (MVC) using a portable device with a standardised laboratory method and evaluate the test–retest reliability of the portable protocol. Methods: We performed a pseudo-randomised, crossover design. Participants completed two protocols: (1) portable force plate testing and (2) a laboratory-based isokinetic dynamometer. Voluntary activation was assessed using twitch interpolation via tibial nerve …

A High-Fidelity Multimodal Synthetic Dataset Generation Framework For Off-Road Unstructured Terrain Navigation Training Of Autonomous Robots, Liyana Wijayathunga, Dulitha Dabare, Alexander Rassau, Douglas Chai, Syed Mohammed Shamsul Islam

Research outputs 2022 to 2026

The success of deep learning methods in a wide range of application areas has inspired many recent developments in the urban and off-road autonomous navigation domain. In particular, techniques for semantic scene understanding, a key aspect of the navigation pipeline, have been researched extensively, resulting in many real-world and synthetic datasets. However, in comparison to urban semantic segmentation datasets, the availability of datasets for off-road environments remains sparse. In this paper, we aim to overcome this challenge by introducing a methodology capable of efficiently generating photorealistic synthetic datasets for off-road environments with support for multiple sensor modalities. The developed approach …

The Relationships Between Social Network Size, Loneliness And Personality In Individuals Living With A Neurological Condition: An Exploratory Study, Isabella Branson, Kate Turner, Mitchell Turner, Manja Laws, Leah Dempsey, Simon Laws, Mandy Stanley, Johnny Lo, Travis Cruickshank

Research outputs 2022 to 2026

Background: People living with a neurological condition often report having smaller social networks and less frequent social contact, leading to greater loneliness and worse quality of life. This study explored the relationships between personality traits, social network size (SNS) and perceived loneliness in this population. Methods: Sixty-eight individuals diagnosed with a neurological condition participated in this study. Perceived loneliness was assessed using the UCLA Loneliness Scale – Version 3, SNS was evaluated by the Social Network Index and personality traits were examined using the NEO Factor Five Inventory. Path analysis was conducted to determine if loneliness was negatively associated with …

Work Challenges And Cancer-Related Cognitive Impairment: Level Of Education Accounts For Unmet Needs Beyond Cognitive Impairment Severity, Darren Haywood, Susan L. Rossell, Ashley Henneghan, Frank D. Baughman, Jennifer Haywood, Evan Dauer, Annika Hegde, Ahmed A. Moustafa, Nicolas H. Hart

Research outputs 2022 to 2026

Purpose: Cancer-related cognitive impairment (CRCI) can impact cancer survivors’ return to work and occupational functioning for many years following the completion of cancer treatment. Understanding the characteristics of CRCI-related occupational difficulties and unmet supportive care needs is critical for the development of effective interventions. Within occupational roles, a higher level of education is typically associated with greater cognitive load and different demands. The objective of this study was to examine whether the level of education accounted for CRCI-related (a) occupational difficulties and (b) occupational unmet supportive care needs, beyond the contributions of perceived cognitive functioning and employment level. Methods: A …

Remedying Copyright For Indigenous Australians: A Stolen Generations Perspective, Elizabeth Serventy, Koutras

Research outputs 2022 to 2026

This study presents a Judicial Intersectionality method that incorporates knowledge from arts, humanities, natural sciences, and social sciences. It aims to examine how historical legal, political, and social injustices against Indigenous Australians have persisted in various spheres. When considering the Stolen Generations period, attention is directed on addressing the existing insufficient copyright rights and enhancing future legal results for Indigenous artists. In order to achieve that objective, a unique and distinct copyright system is regarded as the most suitable resolution. Philosophically and pragmatically, this approach was aligned with the Australian Government's 2023 Referendum, which aimed to grant constitutional status to …

Essential Role Of Cd63 In Maintaining Corneal Epithelial Identity In The Human Limbus, Yuzuru Sasamoto, Kosei Suzuki, Shinri Sato, Catherine A.A. Lee, Gabrielle Martin, Bruce R. Ksander, Markus H. Frank, Natasha Y. Frank

Research outputs 2022 to 2026

Purpose: Building on the identification of ABCB5 as a marker of limbal stem cells (LSCs), this study examines CD63, a newly identified molecule co-expressed with ABCB5 in limbal epithelial cells, to define its role in maintaining corneal epithelial cell identity. Methods: RNA sequencing (RNA-seq) was performed on flow cytometry–sorted Abcb5-positive and Abcb5-negative murine corneal epithelial cells. CD63 expression in human corneal tissue was assessed by immunostaining. CD63 was silenced in cultured human limbal epithelial cells using siRNA-mediated knockdown and resulting molecular and cellular changes were analyzed by qRT-PCR, flow cytometry, RNA-seq, Western blotting, and cell proliferation assays. Results: RNA-seq analysis …

Effect Of A 6-Week Structured Exercise Intervention On Tnf-Α During The Chronic Recovery Phase Of A Burn Injury Compared To Regular Daily Activities: A Pilot Randomised Cross-Over Trial, Tyler Jerome Osborne, Grant Rowe, Dale W. Edgar, Mark Fear, Fiona M. Wood, Timothy Fairchild, Brook Galna, Pippa Kenworthy, Brad Wall

Research outputs 2022 to 2026

Background: Burn injury induces a prolonged inflammatory response that may contribute to long-term metabolic dysfunction. Exercise is known to reduce inflammation in various clinical populations; however, its effect on chronic post-burn inflammation remains unclear. This crossover trial investigated the impact of a 6-week exercise intervention on tumour necrosis factor-alpha (TNF-α) in adults with non-severe burns sustained more than one year prior. Methods: Twenty-one participants were randomised to complete either a 6-week exercise program or a control period first, separated by a 4-week washout. The exercise program comprised three supervised sessions per week of combined resistance and cardiovascular training. Primary (TNF-α) …

Addressing System Strength And Reliability Concerns In Renewable Energy-Based Weak Grids Using Synchronous Condensers Determined By Hybrid Gru-Classical Optimization Method, Md Ohirul Qays, Iftekhar Ahmad, Daryoush Habibi, Mohammad A.S. Masoum, Thair Mahmoud

Research outputs 2022 to 2026

Owing to the higher-integration of renewable energy generators (REGs), conventional coal-based synchronous generators are being decommissioned from generation fleets, resulting in system strength and reliability concerns. Along with the increasing load demand, deficiency of system strength can be a huge risk to system stability and can eventually lead to blackouts by disconnecting REGs from grid systems. In the literature, researchers and power engineers have proposed to deploy synchronous condensers (SynCons) as a mitigation strategy to address the system strength and reliability challenges. SynCons are, however, expensive and require investigation for higher reliability results before installation. To address the concerns, SynCons’ …

Emerging Design Paradigms And Microstructural Innovations In Refractory High-Entropy Alloys: A Critical Review, Deyu A. Jiang, Lai Chang Zhang, Kuaishe Wang, Mahmoud Ebrahimi, Wen Wang, Liqiang Wang, Weijie Lu, Di Zhang

Research outputs 2022 to 2026

Refractory high-entropy alloys (RHEAs) are being developed to meet mechanical, thermal and chemical requirements that exceed what current super-alloys can withstand. This review explains how composition design, processing routes and the resulting microstructures now combine to realize that potential. We first link phase selection in BCC-, FCC- and dual-phase RHEAs to atomic-size mismatch, mixing enthalpy and valence-electron concentration, and compare manufacturing paths ranging from arc melting to powder metallurgy, additive manufacturing and vapor deposition, showing how each reshapes grain structure and defect chemistry to improve high-temperature strength, corrosion resistance and irradiation tolerance. Computation-led tools—density-functional theory, calculation of phase diagrams and …

Participatory Action Research (Par) In Designing A Supplementary Animated Teaching Resource To Support Learning Cervical Assessment, Michelle Gray, Shelley Stuart, Melanie Welfare

Research outputs 2022 to 2026

Aim: To create an education resource that assists students to understand the movement of the cervix during labour from a posterior retroverted position to a central location, cervical effacement, dilatation of the cervix and descent of the fetal skull. Background: Learning about anatomy and physiology in relation to cervical effacement and dilatation are abstract concepts that are difficult to understand from reading alone. Diagrams are of little assistance however 3D animation has the potential to improve students learning experiences. Design: Participatory Action Research (PAR) using the 7 C's Feekery Framework approach was adopted. Participants became coresearchers in conceptualising the learning …

Physical Fitness And Executive Functions In Early Childhood: A Systematic Review Of Recent Evidence, Nemanja Lakicevic, Marko Manojlovic, Elena Chichinina, Apollinaria Chursina, Kristina Tarasova, Ewan Thomas, Yuming Zhong, Antonino Bianco, Patrik Drid

Research outputs 2022 to 2026

Background Optimizing physical fitness (PF) and developing executive functions (EFs) is of great importance in preschool children. The link between PF, obtained through repetitive physical activity, and EFs is gaining increasing attention in recent years and we sought to systematically search the literature on the relationship between PF and EFs in preschool children published in the last five years. Methods Web of Science, Scopus, and PubMed were databases searched for the relevant literature. Original studies written in English and published in peer-reviewed journals including healthy children aged 3–6 years who were simultaneously tested for PF and EFs were considered eligible. …

Clinical Insights Into The Management Of Sleep Disturbances Within Cancer Care: A Qualitative Analysis, Sam Adams, Timothy D. Clay, Mitchell Turner, Christopher Kueh, Kelly Moes, Travis Cruickshank

Research outputs 2022 to 2026

Purpose: The present study aimed to gain a deeper understanding of how oncology healthcare professionals’ (HCPs) manage sleep disturbances. Methods: Semi-structured interviews were conducted with 10 oncology HCPs (medical oncologists, oncology nurse practitioners, clinical nurse consultants) working in metropolitan Perth, Western Australia. Reflexive thematic analysis was used to understand oncology HCPs’ perspectives on treating sleep disturbances, explore challenges and barriers to their management, as well as opportunities for improvement. Results: Four main themes were developed: (1) sleep disturbances are underreported and underassessed, (2) poor sleep can be difficult to manage, (3) limited capacity to address sleep issues, and (4) opportunities …

Explainable Artificial Intelligence Models For Detecting Suspicious Bank Transactions, Narasimha Kumar Narasapuram, Syed Afaq Ali Shah, Mohd Fairuz Shiratuddin, Ferdous Sohel

Research outputs 2022 to 2026

Detecting financial crime is a complex challenge due to evolving criminal strategies and fragmented detection systems, particularly in the areas of money laundering and fraud. While it is easy to implement, traditional rule-based approaches lack adaptability to new threats, and machine learning models, though more effective, often function as opaque "black boxes," limiting their practical use in regulated domains like banking, where interpretability and accountability are essential. This research presents a novel framework that combines intrinsic and post-hoc XAI techniques to detect suspicious bank transactions. Intrinsic methods provide model-inherent transparency, while post-hoc methods offer behavior-level explanations, enabling robust cross-verification of …