Political Science Commons^™

Hybrid Deep (Cnn-Bilstm) Intrusion Detection For Defense And Mission-Critical Networks, Corey A Cheng, Jermaine Anim-Addo, Asma Jakir Hussain, Zion O Smith-Fox, Sanjay Goel, Yuksel Celik

Military Cyber Affairs

This article examines how hybrid deep learning can strengthen intrusion detection for military and defense networks. Using the CSE-CIC-IDS2018 dataset, the study evaluates a CNN-BiLSTM model designed to detect benign traffic and multiple attack categories, including DDoS, DoS, botnet, brute-force, web attack, and infiltration activity. The model achieved strong multi-class detection performance, with 0.9893 accuracy and 0.9979 ROC-AUC. The findings suggest that AI-supported intrusion detection can improve cyber defense operations, analyst triage, and protection of mission-critical networks.

Foreward, Todd Arnold

Military Cyber Affairs

No abstract provided.

Letter From The Director: Mastery In Practice, Joseph Schafer

Military Cyber Affairs

No abstract provided.

Genocide In Gaza? Social Media Discussions Of Violence In Israel And Gaza, Timothy Williams, Andreas Dafnos

Genocide Studies and Prevention: An International Journal

This article conducts social network and topic analyses of German-language posts on X that discuss genocide and terrorism in Israel and Gaza in the first six months after the October 7 attacks and compares these to broader English-language discourses on the platform. The comparison reveals subtle differences in how Israeli violence and governance and Palestinians are discussed and who is seen as complicit in supporting violence. Markedly, German-language posts discuss what constitutes antisemitism more and employ a more restrained language towards Israel as a state and its political actors than English-language posts. We tie these findings back to the idiosyncrasies …

Genocide By Algorithm In Gaza: Artificial Intelligence, Countervailing Responsibility, And The Corruption Of Public Discourse, Branislav Radeljić

Genocide Studies and Prevention: An International Journal

The accelerating militarization of artificial intelligence (AI) has transformed the ethics, politics, and governance of warfare. This article interrogates how AI-driven targeting systems function as epistemic infrastructures that classify, legitimize, and execute violence, using Israel’s conduct in Gaza as a paradigmatic case. Building on interdisciplinary debates in security studies, critical technology studies, and international law, the paper advances the concept of "genocide by algorithm"—a mode of technologically mediated extermination in which opaque computational systems automate and rationalize mass violence. The study argues that these systems collapse distinctions between military and civilian targets, and between intentional and accidental harm, thereby eroding …

U.S. Public Opinion During The Rwandan Genocide And The Power Of Executive Detachment, Carly Schmitt, Matthew L. Bergbower

Genocide Studies and Prevention: An International Journal

We examine U.S. public opinion during the Rwandan genocide in the spring and early summer of 1994. Drawing on more than a dozen public opinion polls fielded during this period, we analyze Americans’ levels of knowledge about the violence in Rwanda, their views on United Nations involvement, support for U.S. military intervention, and evaluations of President Bill Clinton’s handling of the crisis. Longstanding theory recognizes public opinion as an important variable in explaining foreign policy choices during international crises. In the case of U.S. policy toward the Rwandan genocide, our analysis reveals widespread public unfamiliarity with a distant African conflict …

Book Review: The Futures Of Reparations In Latin America: Imagination, Translation, And Belonging, Jakob Leichtman

Genocide Studies and Prevention: An International Journal

No abstract provided.

From Marginalization To Prime Consideration: Nuclear Energy In Fragmented Climate Governance, Polarization, And The Age Of Ai, Abdullah Al Jaberi

USF Tampa Graduate Theses and Dissertations

In recent years, nuclear energy has remained sidelined in global climate discussions despite being the world’s second-largest source of low-carbon electricity. This dissertation examined why nuclear energy should be the global priority decarbonization strategy, based on an evaluation of its unique position across the following three dimensions: fragmented international climate governance, political polarization in democratic countries, and unprecedented baseload electricity demands created by artificial intelligence infrastructure. This study does not argue causal linkages among these dimensions; rather, it demonstrates that nuclear energy succeeds concurrently across all three. A mixed-methods approach was employed, including document analysis of bilateral agreements and official …

A New Great Game?: Great Powers Content Re-Sharing And Media Influence In The South Caucasus, Emma A. Lowery

USF Tampa Graduate Theses and Dissertations

In the new digital era of geopolitics, competing great powers support internationally oriented state-sponsored media as integral parts of public diplomacy, seeking to reach foreign publics in an increasingly digital age of information sharing. Leveraging local outlets provides an avenue to influence local publics through pre-approved news. Targeted foreign news outlets actively engage with and re-share content from said media. This research focuses on foreign-originated content from the world’s great powers - the People’s Republic of China, the Russian Federation, and the United States of America. The purpose of this project is to provide insight into how the great powers …

Housing Affordability Analysis Of Hillsborough County, Fl, Usa – Quantitative And Geographical Analysis Using Spatiotemporal Data, Bomin Koh

USF Tampa Graduate Theses and Dissertations

Housing affordability assessments rely on the 30 percent income method and generalized linear regression (GLR)-based hedonic price modeling. Both provide broad insights but fail to capture spatial heterogeneity in affordability challenges. This study upgrades housing affordability assessment approaches by incorporating the residual income method and Geographically Weighted Regression (GWR). The primary objective of this study is to determine whether methodological improvements, residual income method and GWR, yield significantly different results and provide a more accurate and spatially adaptive understanding of affordability dynamics in Hillsborough County, Florida.

The 30 percent income method is widely used and classifies households as cost-burdened if …

The Theatrics Of Political Representation: Homestyle, Boundary Work, And Emotional Labor Among Florida Legislators, Donald E. Mullins

USF Tampa Graduate Theses and Dissertations

This dissertation examines how political representation is performed and sustained in the Florida Legislature. Rather than treating representation primarily as votes, bills, or policy outcomes, it approaches it as interactional work through which legislators remain believable, accessible, and authoritative across overlapping audiences. Grounded in an interpretivist epistemology and Goffman’s dramaturgy, the study develops an ethnographic account of representation through three analytic anchors: Fenno’s homestyle, Lamont’s boundary work, and Hochschild’s emotional labor. Methodologically, the project draws on ~100 days of participant observation during the 2025 legislative season, hundreds of pages of fieldnotes, and semi-structured interviews with ten Florida legislators. The findings …

Fire And Ice: Partisan Media Coverage Of 2025 Ice Mass Deportations, Rachael A. Lawrence

USF Tampa Graduate Theses and Dissertations

This study examines how partisan media outlets strategically frame U.S. Immigration and Customs Enforcement (ICE), revealing how the same events are portrayed as fundamentally different depending on the outlet’s ideological position. Using Entman’s framing theory and qualitative frame analysis, this research analyzed 150 digital news articles from conservative-leaning (e.g., Fox News & New York Post), liberal-leaning (e.g., CNN & Associated Press) and neutral (e.g., The Hill & Newsweek) outlets over a six-month period following President Trump’s executive order expanding ICE’s operational scope.

The analysis reveals sharp partisan divides and highlights the prominence of media bias. Conservative outlets emphasized security frames …

Curious Objects: Form And Feeling In Mary Leapor's Thing Poems, James Metcalf

ABO: Interactive Journal for Women in the Arts, 1640–1830

Mary Leapor (1722–1746) has long been recognized as something of a curiosity: a Northamptonshire kitchen maid with a rudimentary education who died at the age of 24, but who also wrote two volumes of poetry. In this essay I read Leapor’s “thing poems” to show how curiosity is also a supervening affective regime in her poetics. Minor and marginal, fixated by perverse objects which tend more to derail than deepen the production of knowledge, curiosity is an unsettling mode of inquiry because of its imaginative attachment to the strange stuff lurking within the ordinary as a diminished site of aesthetic …

Book Review: Victim-Centred Peacemaking: Colombia’S Santos–Farc-Ep Peace Process, Patricia M. Rodriguez

Genocide Studies and Prevention: An International Journal

No abstract provided.

Struggle For Economic Plurality; Economies Of Belonging: Subsistence, Indigneity, And The Contradictions And Margins Of Capitalism In The Andean Highlands, Mario Renato Cavani Quevedo

USF Tampa Graduate Theses and Dissertations

This dissertation examines the collective-oriented economy of the Viacha Highlands, a Quechua community in Cusco, Peru, to show how subsistence agriculture, reciprocity, and ritual practices constitute a coherent non-capitalist system of provisioning and belonging. Drawing on one year of ethnographic immersion, the study situates Viacha’s economy within the Community Economies framework, foregrounding its three commitments: anti- essentialism, pluriversality, and ethical–political praxis. Findings reveal that practices such as ayni-ayni (reciprocal labor exchange) and faina (communal work) resist reduction to wage labor, coexist alongside monetary and capitalist dynamics, and ground social reproduction in responsibility and care. At the same time, capitalist schooling, …

Arts & Literature: In Gaza, Christmas Was A Time To Mourn: Christians Reflected On Bloodshed And Loss, Yousef M. Aljamal

Genocide Studies and Prevention: An International Journal

This feature article presents a poignant reflection on the deeply altered reality for Palestinian Christians in Gaza during Christmas amidst the ongoing Israeli bombardment and genocide. Traditionally a time of joy and community, Christmas was marked this year by grief, displacement, and loss for the dwindling Christian population, now estimated at only 600 people due to years of siege and war. The article recounts the destruction of historic churches, the deaths of 26 Christians including children, and the collective mourning of families like that of Ramez Al-Suri, who lost all three of his children in an airstrike. Through personal testimonies, …

Arts & Literature: The Destruction Of Smyrna In 1922: A Conversation With Petros Pourliakas, Author Of Salty Silk, Petros Pourliakas

Genocide Studies and Prevention: An International Journal

In 1922, the once-cosmopolitan city of Smyrna—modern-day Izmir—was engulfed in flames, marking the end of a centuries-long Hellenic presence in Asia Minor. The catastrophe, which followed the Greco-Turkish War and occurred amidst the collapse of the Ottoman Empire, resulted in the deaths of tens of thousands and the displacement of hundreds of thousands more. In his 2022 book Salty Silk, Greek author Petros Pourliakas recounts the tragedy, focusing on the humanitarian heroism that emerged in the midst of horror. I spoke with Pourliakas about his research, the moral complexities of recounting a national trauma, and the legacy of a …

The Political Philosophy Of Habitude: Conservatism Analytically Explained, Kyle S. Hodge

USF Tampa Graduate Theses and Dissertations

Conservatism is both undertheorized and poorly understood in philosophical political theory; all extant theories have proven deficient. They either conflate what is contingently associated with conservatism with its essence, draw mistaken generalizations from apparently conservative behavior, or else are explanatorily incomplete.

To avoid these deficiencies, I develop a rigorous, theory-neutral groundwork for evaluating theories of conservatism. This groundwork utilizes both traditional methods of analytic philosophy and, for the first time in the field, historiometry. Philosophical analysis determines the formal requirements of a successful explanation while empirical, historiometric data determines the most salient conservative exemplars whom any such theory must explain. …

Digital Resistance And The Political Economy Of Authoritarian Decline And Economic Liberalization In Ethiopia, Anaol Dalle

USF Tampa Graduate Theses and Dissertations

This dissertation aims to examine the impact increased consumption of digital technologies, like social media and the internet, has on the stability and autonomy of low-capacity authoritarian countries. By using Ethiopia (2015-2021) as a case study, the dissertation argues that the sudden adoption and proliferation of digital platforms serves as an exogenous shock that pushes the state into a critical juncture that unravels institutional equilibria and transforms domestic incentive structures and institutions. This creates a power vacuum, which triggers a period of intense, and often violent, competition between elite groups, significantly destabilizing the state. In the absence of a cohesive …

Director, Military Cyber Institute, Joseph Schafer

Military Cyber Affairs

No abstract provided.

Throughput Of Ascon Compared With Popular Iot Encryption Algorithms, Mitchel R. Harvey (Ryan), Andrew M. Kaiser, Garrett W. Hoiness

Military Cyber Affairs

No abstract provided.

Anomaly Detection Of Network Layer Attacks Against Cyber Physical Systems Using Machine Learning And Deep Learning Techniques, James Alger, Michael Tu

Military Cyber Affairs

This research paper presents the analysis of using machine learning and deep learning algorithms on detecting anomalous network traffic in Cyber-Physical Systems (CPS). Using a real PLC CPS-based system, normal and anomalous network traffic will be captured using Wireshark. The research analyzes a DDoS attack. The focus of the research is to identify the most effective feature combinations and evaluate them on ML and DL models. The emphasis is on enhancing detection strategies rather than exploiting device vulnerabilities. The detection of network attacks often involves handling a vast array of high-level features. Previous studies (Li & Chasaki, 2022) apply machine …

Characterizing Caldera’S Cyber Attack Emulation Capabilities, Caleb Chang, Matthew Cao, Kenyou Teoh, Ekzhin Ear, Shouhuai Xu

Military Cyber Affairs

Autonomous cyber attack emulation can aid cyber defenders to identify and remediate cyber risks. MITRE’s Caldera software is the state-of-the-practice for automated attack emulation. Yet, it has not been systematically analyzed, putting its performance and effectiveness into question. This paper systematically characterizes Caldera’s architecture, abilities and use cases, and assesses its strengths and weaknesses. It draws useful insights, such as: Caldera excels in stealthy access and execution tactics to pilfer data against Windows operating systems. It also discusses two directions for Caldera improvement: module-level automation and end-to-end attack emulation.

The Digital Battlefield: Safeguarding Military Drones Against Cyberattacks, Jason Ashong, Arun Venkitanarayanan, Benjamin Yankson

Military Cyber Affairs

The Internet of Battlefield Things (IoBT) is an advanced network of interconnected devices that significantly enhance military operations through real-time data exchange and situational awareness. While IoBT offers tactical advantages like improved surveillance, reconnaissance, and operational effectiveness, it also introduces substantial cybersecurity risks. Adversaries can exploit vulnerabilities within these networks, potentially compromising mission integrity and national security. This research examines the cybersecurity measures of commercial drone controllers and their correlation with military devices. It aims to enhance future vulnerability assessments with advanced tools and approaches to better secure critical military operations. The study highlights the need for robust security architectures …

Using Blockchain Technology To Help Secure America's Defense Critical Infrastructure, Vimal Buck, Aerin Krebs, Brynn Hillard, Jakob Gerha, Joseph Lutma, Srikar Maduposu, Ted Allen

Military Cyber Affairs

Critical water infrastructure in the United States faces increasing cybersecurity threats from state-sponsored actors, with potentially devastating consequences for national security, economic stability, and public health. (Cybersecurity and Infrastructure Security Agency, 2025). This infrastructure supports defense critical assets and is actively being targeted by various state-sponsored hacking groups, which poses a major concern for civilians and military alike. K. Herath (personal communication, February 24, 2025) reported being aware of two attacks on Ohio water systems during his tenure as Cybersecurity Strategic Advisor to Ohio Governor Mike DeWine.

Water is essential to everyday life and defense and presents as a high-value …

Network And Multipath Traceroute Visualization, Cameron Makowski

Military Cyber Affairs

TraceCam introduces a new paradigm in network path analysis, leveraging GPU-accelerated WebGL visualization, advanced traceroute integrations, and AI-driven insights to transform complex routing data into actionable intelligence. Early prototypes have demonstrated significant improvements in performance, clarity, and multi-path discovery, overcoming traditional limitations in traceroute analysis. By incorporating retrieval-augmented language models and enriched metadata sources like IPinfo.io, TraceCam enables automated anomaly detection, contextual explanations, and rapid root-cause analysis, enhancing operational efficiency. The platform’s architecture ensures scalability and adaptability, supporting deeper investigations and real-time situational awareness. Future development will focus on clustering-based anomaly detection, expanded geographic visualizations, and enhanced AI-generated analysis to …

Quantifying Adversary Military Forces’ Susceptibility To Cognitive Attacks, Bonnie Rushing, Cole Nelson, Shouhuai Xu, Christofer “Raven” O’Keefe, Olga Karpoyan

Military Cyber Affairs

This paper introduces a method to quantify international populations’ susceptibility to cyber cognitive attacks using press freedom and media trust metrics. We present the Cognitive Influence Calculator, a tool that estimates susceptibility (𝑆) based on Press Freedom Scores (PFS) and media trust levels. Findings show that while authoritarian regimes are harder to reach, successful cognitive attacks have greater impacts due to higher trust in state-controlled narratives. Using U.S. wargaming data and international trust metrics, we compute susceptibility scores for the U.S., Russia, China, Iran, and North Korea. Results show an inverse relationship between PFS and media susceptibility, with local/allied …

Forward, Amy Hamilton

Military Cyber Affairs

No abstract provided.

Understanding Russia’S Cyber Policies, Strategies, And Doctrines, Bryan Hancock, Hanh Nguyen, Olga Karpoyan, Ekzhin Ear, Shouhuai Xu

Military Cyber Affairs

This study analyzes the strengths and weaknesses of Russia’s cyber policies, strategies, and doctrines through a systematic set of attributes, leading to key insights: (i) Russia has proactively adapted its cyber policies, strategies, and doctrines to its evolving environment; (ii) Russia actively conducts cognitive warfare, but remains equally vulnerable to it; and (iii) Russia’s cyber posture faces significant challenges, including a limited technological base, shortage of skilled personnel, and restrictive approach to information control, all of which undermine the effectiveness of its strategies. These insights offer valuable implications for US Cyber Command and the Department of Defense.

Characterizing Cyberattacks Against Operational Technology Infrastructures Through The Lens Of Attack Flows, Sherman Kettner, Caleb Chang, Ekzhin Ear, Shouhuai Xu

Military Cyber Affairs

Operational Technology (OT) infrastructures play a critical role in modern society and economy. However, their increasing connectivity with public networks such as the Internet has made them vulnerable to cyberattacks, much like traditional Information Technology (IT) systems. In particular, cyberattacks against OT infrastructures remain relatively underexplored and little understood. In this paper, we aim to deepen our understanding of cyberattacks against OT infrastructures. For this purpose, we propose a methodology, including novel cybersecurity metrics to analyze the attack flows of these attacks in an end-to-end fashion, which allows us to draw useful insights. We demonstrate the utility of the methodology …