Digital Commons Network^™

Llm-Enabled Open-Source Systems In The Wild: An Empirical Study Of Vulnerabilities In Github Security Advisories, Fariha Tanjim Shifat, Hariswar Baburaj, Ce Zhou, Jaydeb Sarker, Mia Mohammad Imran

Computer Science Faculty Research & Creative Works

Large language models (LLMs) are increasingly embedded in open-source software (OSS) ecosystems, creating complex interactions among natural language prompts, probabilistic model outputs, and execution-capable components. However, it remains unclear whether traditional vulnerability disclosure frameworks adequately capture these model-mediated risks. To investigate this, we analyze 295 GitHub Security Advisories published between January 2025 and January 2026 that reference LLM-related components, and we manually annotate a sample of 100 advisories using the OWASP Top 10 for LLM Applications 2025.We find no evidence of new implementation-level weakness classes specific to LLM systems. Most advisories map to established CWEs, particularly injection and deserialization weaknesses. …

Macro Social Work Education And Practice Over 1980–2024 Through Multiple Lenses: A Systematic Review Of The Empirical Literature, Bowen Mcbeath, Nguyen Thi Bich Thao

School of Social Work Faculty Publications and Presentations

Over the past 40 years, conceptual and empirical scholarship on macro social work has grown, particularly as the social work profession has turned to macro practice to respond to crises of neoliberalism and increasing social development needs. Using a systematic literature review with a sequential mixed-methods (quant→Qual) study design, we synthesize over four decades of empirical research (1980–2024) on master’s-level macro social work education, practice, and professional identity development. Our findings testify to the growth and diversity of macro practice from the perspective of social work educators, students, and alumni. Yet we find that this trend is accompanied by significant …

Evaluating The Effects Of Technology-Based Self-Monitoring And Contingency Mapping On The Disruptive Behavior Of Children With Autism Spectrum Disorder, Alexandra R. Pruitt

USF Tampa Graduate Theses and Dissertations

Self-monitoring (SM) is an evidence-based self-management procedure that can improve behavior and academic performance across diverse populations and settings. However, results of a meta-analysis of SM on strategy use and academic performance of K-12 and higher education students suggest that SM is more effective when it is embedded into a multi-component intervention. Contingency mapping (CM), a visual representation of contingencies in effect for desirable and undesirable behaviors, has been shown to improve behavior (e.g., increase social communication skills, increase on-task behavior) in the clinical and school settings. Previous research has not evaluated the effects of a treatment package consisting of …

Improving Cancer Diagnosis And Patient Outcomes With Deep Learning Models, Mariana Arriz-Jorquiera

USF Tampa Graduate Theses and Dissertations

Cancer care depends on timely and reliable decisions, from detection and diagnosis to treatment planning and patient monitoring. These decisions are often made under uncertainty because medical images and healthcare data may be noisy, incomplete, or difficult to interpret. In breast cancer imaging, ultrasound is widely used because it is safe, accessible, and complementary to other imaging modalities. However, variations in image quality, acquisition conditions, and noise can obscure lesion boundaries and texture, affecting human interpretation and artificial intelligence reliability. This dissertation develops deep learning, image-analysis, and optimization methods to improve healthcare decisions under imperfect information. Its primary focus is …

Coastal Vulnerability Index Mapping Using Remote Sensing And Gis Techniques: A Comparative Study Of Oaxaca (Mexico) And Bali (Indonesia), Siti Aisyah, Mangapul Parlindungan Tambunan

Jurnal Geografi Lingkungan Tropik (Journal of Geography of Tropical Environments)

This study aims to conduct a comparative analysis of two journal articles that assess coastal vulnerability using the Coastal Vulnerability Index (CVI), focusing on the State of Oaxaca in Mexico and the Province of Bali in Indonesia. The comparison covers the research context, data inputs, methodological frameworks, findings, and conclusions, while also highlighting the respective strengths and limitations of each study. Both regions applied CVI methodologies to evaluate areas at risk from sea-level rise, utilizing remote sensing data and Geographic Information System (GIS) tools at a regional scale. The outcomes of this research emphasize key parameters that significantly affect coastal …

The Implications Of Generative-Ai User Prompt Engineering Shaping The Absent Presence Of Latino Women Textual Rhetoric In Llms, Angely C. Suarez Dejesus

ELO (un)supervised 2026

This article examines how large language models (LLMs) generate text that affects underrepresented groups, particularly Latino women, due to limited cultural, contextual, and abstraction training rooted in biases. The research draws on Brock’s (2018) CTDA theory, White et al.’s (2023) prompt engineering framework, Klein’s (2015) computational spatiality, and Anzaldua’s (1987) concepts of cultural, emotional, and gendered borderlands to analyze the outputs. Using narrative prompt experiments, Chat GPT 3.5, 5, Claude AI, Gemini, and Microsoft Co-Pilot produced changes in their textual outputs as evidence of further algorithmic designs. Nevertheless, continual biases embedded in the algorithms’ linguistic representation and misrepresentation through the …

Cooperation, Collaboration, And Community In Horror And Suspense Games, Rachel Kerr, Monica Evans, Cameron Irby, Cheri Tang

ELO (un)supervised 2026

Cooperation has been a staple in video and analog games since their inception. From couch co-op to social deduction games, there are few games that cannot be enjoyed cooperatively in some way. Even games that are not inherently cooperative can be played collaboratively, from single-player games enjoyed by multiple people in the same room to PvP games where players opt for teamwork despite explicitly competitive mechanics. In horror and suspense games, cooperation tends to form strong communicative bonds between players. The four papers in this panel examine how communities form in and around horror and suspense games, and how those …

Post-Digital Creativity In Underacknowledged Communities, Tegan Pyke, Hannah Ackermans, Zahra Rizvi

ELO (un)supervised 2026

In a world marked by polarization and institutional censorship, what we pay attention to matters more than ever. We would almost forget that people, unsupervised, cannot help but be creative. Increasingly, this creativity takes the form of post-digital art and literature, often without awareness of “electronic literature” as a concept or the ELO as an institution. In this panel, we open up the conversation of researching post-digital creativity outside e-lit cultures to learn what role multimodality and participatory cultures (can) play inside e-lit cultures.

To encourage active participation in this online panel, we intend to split our session into two …

Open The Case, Detective! A Story-Driven Game Approach To Combat Human Trafficking In Hospitality, Aili Wu, Wei Wei, Lu Zhang

ICHRIE Research Reports

Executive Summary: Human trafficking is a pervasive global crime that significantly impacts the hospitality industry, with several major hotel chains facing lawsuits for human trafficking negligence. As a highly sensitive issue that is often misunderstood, it poses challenges for hospitality businesses to effectively educate their customers. Meanwhile, existing interventions remain limited and largely rely on passive methods, highlighting the need for interactive interventions to help individuals respond effectively. This research addresses these challenges by proposing and testing a story-driven detective game as an interactive alternative. In the game, hospitality customers play the role of a detective investigating a trafficking case …

Complete Issue-Volume 35, Issue 3, Robert J. Bailey, Claude E. Fike, James T. Currie, Carl Butler, Joseph C. Kiger, Richard A. Mclemore, Robert E. Corlew, Bernarr Cresap, John Edmond Gonzales, James H. Dormon

Journal of Mississippi History

No abstract provided.

Historical News And Notices, Unknown Authors

Journal of Mississippi History

No abstract provided.

Book Reviews, Robert E. Corlew, Bernarr Cresap, John Edmond Gonzales, James H. Dormon

Journal of Mississippi History

No abstract provided.

Publications Relating To Mississippi, Unknown Authors

Journal of Mississippi History

No abstract provided.

Transactions Of The 1973 Meeting Of The Mississippi Historical Society, Richard A. Mclemore

Journal of Mississippi History

No abstract provided.

The Beginnings Of Congressional Reconstruction In Mississippi, James T. Currie

Journal of Mississippi History

No abstract provided.

The Gubernatorial Administration Of Gerard Chittocque Brandon, 1825-1832, Claude E. Fike

Journal of Mississippi History

No abstract provided.

The Gubernatorial Administration Of George Poindexter, 1820-1822, Robert J. Bailey

Journal of Mississippi History

No abstract provided.

(Un)Easily Writing The Future, Stuart Moulthrop, Judith Pintar, John G. Mcdaid

ELO (un)supervised 2026

General Abstract: This panel brings together three experienced digital writers who have recently begun to explore Language Models and transformers in creative and academic practice.  Each of us will comment on recent experience and projects, reflecting on how these technologies alter the way we think of ourselves as writers and teachers.

[1] Judith Pintar, "The Non-applicability of Wishing due to Lack of Capacity".

Pintar will discuss her experience of facilitating Gemini AI in a Rogerian therapy session with an Eliza bot written in the Inform programming language. The session is occasionally interrupted with a meta-conversation with Gemini regarding its responses. …

Quilt Poems: Encoding Craft Traditions As Generative Poetry, Lee Tusman

ELO (un)supervised 2026

This talk presents Quilt Poems, a generative literature project that finds unexpected common ground between quilting, data, and computational poetry. Beginning as a NaNoGenMo (National Novel Generating Month) entry, the project encodes a library of traditional quilt patterns as structured data, pairs them with a curated word corpus, and uses software to produce visual poems whose form is literally shaped by quilt geometries. I'll walk through the process of translating a tactile, domestic craft tradition into a formal data schema — the interpretive choices that entails, what gets lost and what gets discovered — and how that encoded knowledge …

Complete Issue-Volume 35, Issue 1, Robert Simpson, Clarice T. Campbell, Kit Mui L. Chan, Dawn Maddox, William G. Hartley, James H. Stone, Jerome C. Hafter, Willie D. Halsell, Tom W. Henderson, Laura D.S. Harrell, Daniel P. Jordan, John R. Skates Jr., Robert V. Haynes

Journal of Mississippi History

No abstract provided.

Publications Relating To Mississippi, Unknown Authors

Journal of Mississippi History

No abstract provided.

Book Reviews, Laura D.S. Harrell, Daniel P. Jordan, John R. Skates Jr., Robert V. Haynes

Journal of Mississippi History

No abstract provided.

A Bibliography Of Theses And Dissertations Relating To Mississippi, 1972, Willie D. Halsell

Journal of Mississippi History

No abstract provided.

The Buildings And Grounds Of Jefferson College In The Nineteenth Century, Dawn Maddox

Journal of Mississippi History

No abstract provided.

Exploring The Roots Of Tougaloo College, Clarice T. Campbell

Journal of Mississippi History

No abstract provided.

The Origin Of The Mississippi Department Of Archives And History, Robert Simpson

Journal of Mississippi History

No abstract provided.

Complete Issue-Volume 35, Issue 2, Les Crocker, Joseph E. Fortenberry, Nancy T. Kondert, Elmo Howell, Matthew C. O'Brien, R. Halliburton Jr., John L. Thompson, William N. Thompson, Carl Butler, Patricia S. Currie, James T. Currie, David L. Porter, Jack D.L. Holmes, Robert E. Corlew, Harry P. Owens, John Ray Skates Jr.

Journal of Mississippi History

No abstract provided.

Publications Relating To Mississippi, Unknown Authors

Journal of Mississippi History

No abstract provided.

Historical News And Notices, Unknown Authors

Journal of Mississippi History

No abstract provided.

Book Reviews, Jack D.L. Holmes, Horace Perry Jones, Robert E. Corlew, Harry P. Owens, John Ray Skates Jr.

Journal of Mississippi History

No abstract provided.