Digital Commons Network^™

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 …

Christianity, Conception, And Consciousness: Why A Conscious Human Mind Is Necessary To Fulfill The Conception Requirement, Vittoria L. D'Addesi

Liberty University Law Review

As artificial intelligence (“AI”) advances, it not only affects our daily life, but also implicates patent law. The Federal Circuit Court of Appeals has already held in Thaler v. Vidal that only a natural human person can be an “inventor” entitled to receive a patent, thereby excluding AI. The rationale in Thaler centers on statutory interpretation, leaving open the question of whether AI is capable of fulfilling the conception requirement—an essential element of qualifying as an inventor and receiving a patent. This Comment aims to expand the rationale of Thaler and argues that AI cannot fulfill the conception requirement; thus, …

Silicon Sentinels: Using Whistleblower Protections To Manage Information Asymmetry And Ai Risk, Jason Green-Lowe, Fynn Fehrenbach, Mark Reddish

Liberty University Law Review

In the rapidly evolving landscape of artificial intelligence (“AI”) development, policymakers face a critical challenge: obtaining accurate and timely information about the potential risks and impacts of advanced AI systems. This Article examines the pivotal role of whistleblower protections as a mechanism to address the information asymmetry between AI companies and government officials. Employees inside AI companies are uniquely positioned to share information that can help outside regulators make wise policy decisions, but employees might be reluctant to do so unless their decision to share that information is legally protected. We propose a comprehensive framework for AI whistleblower protections as …

Open-Source; Open-Season; Open-Fire: Google V. Oracle And The Vulnerability Of Code To Copyright Infringement By Ai Harvesting, Kent Pederson

Liberty University Law Review

In Google v. Oracle, the Supreme Court was forced to decide if Google’s copying of 11,500 lines of computer code from Oracle without permission constituted copyright infringement. Much was on the line, including precedent concerning the copyright status of millions of lines of code nation-wide. In the lengthy decision, the Supreme Court avoided the central issue of holding whether the copied “declaring code” could be protected by copyright or instead was a functional tool outside of the Copyright Act. Instead, it punted the issue, assuming for the sake of argument that the declaring code that was taken was in …

Is Ai A Horse Or A Zebra: Do Ai Free Speech Concerns Require New Legal Tools?, Jennifer Huddleston

Liberty University Law Review

In 1996, as the internet was emerging into more popular use among the general public, Judge Frank Easterbrook published Cyberspace and the Law of the Horse. In this essay and lecture, Judge Easterbrook warned against the rise of specialized law for general purpose technology and instead posited that many common law legal principles will be able to evolve. As this essay and lecture posit, new technologies provide may provide an opportunity to examine if existing legal principles function optimally, but we should be cautious of interventions in the name of protecting the public from new and rapidly evolving technologies.

Nearly …

The Measure Of A Man: Considering Science Fiction And Christianity In The Regulation Of Artificial Intelligence Models, Andrew P. Connors

Liberty University Law Review

Does artificial intelligence “think,” and if it does, what should the law do about it? This article examines popular culture and the Turing Test to assess whether artificial intelligence “thinks,” applying the author’s engineering background and his Christian worldview. The author concludes that artificial intelligence mimics rather than creates and considers the risks and benefits of artificial intelligence given that conclusion. The author suggests that legal regulation should be measured, leaving important decisions to humans while at the same time encouraging development of this important, misunderstood technology.

Computers: Their Human And Cultural Impact

Communication Research Trends

In January 1983 the cover ofTIME magazine featured not the usual photograph of the Man of the Year but an illustration of the Machine of the Year: the personal computer.

TIME's cover was a dramatic illustration of how the computer, in only six or seven years, had entered the everyday world of the average American. The computer was becoming ubiquitous and commonplace, as familiar a household item as television set and telephone.

But the TIME cover reminds us that the computer is more than a mere consumer durable. According to TIME the "greatest influence for good or evil" in 1982 …

Media Education: Growth And Controversy

Communication Research Trends

Media education has come a long way since 1977 when UNESCO made the first international survey. In industrialised countries of the West, media education is increasingly accepted as part of primary and secondary school education. In Australia and Britain, for example, it is now offered as an optional course, and in other countries it is taught as part of social studies, art or language/literature curricula. In regions such as Latin America there are programmes for working-class women in poor neighbourhoods or for rural families. There has been a boom in textbooks, teaching packs and audiovisual materials. Teacher training has long …

Interpersonal Communication

Communication Research Trends

The story is told of a novice interpreter who once translated the English Biblical phrase 'The spirit is willing, but the flesh is weak' into Russian as 'The vodka is excellent, but the meat is bad'!

Translation is not simply a problem for professional interpreters. All of us have to translate what other people are saying into words we can understand. More often than not we translate badly and the intended message is misunderstood. Even when talking with our closest friends and immediate family we can find ourselves struggling to reach a common understanding. How often is our speech littered …

The Squandering Of Critical Thinking In Our Schools And What We Can Do About It, Nick Pocius

Essays in Education

In the face of increasing disinformation, reduced student engagement, and rigid educational structures, this article critiques the current U.S. public school system’s failure to cultivate critical thinking in students. Drawing from over two decades of classroom experience, the author argues that the systemic emphasis on standardized testing, prescribed curricula, and diminished access to arts and physical education have contributed to a decline in curiosity and creative inquiry. Furthermore, the omnipresence of smartphones and social media has robbed students of the boredom that often sparks critical thought. The article proposes several pragmatic solutions, including banning phones during school hours, reintroducing recess …

Successful Primary Coronary Intervention During Prolonged Mechanical Cardiopulmonary Resuscitation For Acute Myocardial Infarction-Related Cardiac Arrest, Sadeq Tabatabai, Mosaad Abushabana, Ahmed Najah, Prasad Padmakar Kulkarni, Jasem Mohammed Alhashmi

Journal of the Saudi Heart Association

We report a case of a male patient with an acute inferior myocardial infarction who underwent successful primary coronary intervention during prolonged cardiac arrest (220 minutes) and continuous resuscitation using a mechanical chest compression device. He achieved full neurological recovery. Mechanical compression devices may help maintain perfusion and improve outcomes in such scenarios.

Customer Lifetime Value: Dimensionalities And Conceptual Connections, Sharmistha Bhattacharyya, Mrinmoy Kumar Sarma

Markets, Globalization & Development Review

Customer Lifetime Value (CLV) has a strong relationship to customer satisfaction and firm profitability . This review indicates that once such a relationship is developed and cemented, multiple benefits accrue to the brand and the firm. The review lays the groundwork for further studies of CLV, especially in the emerging economies.

Global Trends In Youth Employment: Key Statistics And Cultural Commentary, Anatolii Mazaraki, Tetiana Melnyk, Oksana Losheniuk

Markets, Globalization & Development Review

The issue of youth employment receives constant attention of global organizations, governments, and researchers. Young people have the potential to positively reshape the national and global economies. Furthermore, the youth also constantly reshape the social, cultural, technological, and political environments. Global unemployment rate among youth, however, is three times higher than among older workers. In 2023, one in five young people did not work, study, or acquire professional skills. The negative factors of the Ukrainian youth labor market have been significantly exacerbated by the war, which has caused an economic crisis in the country, a huge migration of young people, …

New Institutional Economics : A Few Extensions, Murali Patibandla

Markets, Globalization & Development Review

This article traces out the development of the New Institutional Economics (NIE). It delineates the literature into two interrelated themes of institutional environment and institutions of governance. The rules of the game of institutional environment determine governance choices. Inefficient institutional environment results in inefficient governance mechanisms which causes misutilization of scarce resources. Institutional environment evolves over time. This article demonstrates the evolution of institutions in response to shocks with analysis of historical examples. The prevailing literature over glorifies the colonial rule of the West for the emergence of capitalist institutions. It fails to explain success stories of Japan, Mainland China …

Institutions: Facilitators Or Detractors Of Development?, Nikhilesh Dholakia, Deniz Atik, Zeynep Ozdamar Ertekin, Delphine Godefroit-Winkel

Markets, Globalization & Development Review

No abstract provided.

Stability Analysis And Extension Of A Discrete-Time Dynamical System For Scaffolded Learning, Kris H. Green, Bernard Ricca

Northeast Journal of Complex Systems (NEJCS)

Van Geert and Steenbeek [16] proposed a coupled, delayed, discrete-time deterministic dynamical system to model scaffolded learning. We provide a detailed analysis of their model, whose global dynamics are complicated by the presence of intersecting lines of non-isolated, nonhyperbolic fixed points. We also interpret some of the trajectories in the system that have interesting dynamics in the context of the teacher-student interactions, and propose an extension to the model that simultaneously collapses the lines of fixed points to single, isolated points and is easily interpreted. These results provide the foundation for guiding the collection and integration of experimental data to …

The Evolution Of Global Gold And Copper Trade Networks, Oleksandr Hulianskyi

Northeast Journal of Complex Systems (NEJCS)

Gold and copper have emerged as two of the most vital commodities in global trade. Despite serving distinct purposes, their international trade networks reveal interconnected patterns, critical to understanding the dynamics of global economics. This paper studies these attributes and their evolution during the last 36 years for both metals and finds correlations between them. The first part of the research is focused on the sustainability of networks through efficiency and robustness indexes; the second part is dedicated to interconnectedness – the Louvain and Bayesian SBM algorithms, partition, and modularity instruments are used. Community detection algorithms provide valuable insights into …

Exploring The Potential Of Large Language Models (Llms) To Simulate Social Group Dynamics: A Case Study Using The Board Game "Secret Hitler", Kaj Hansteen Izora, Christof Teuscher

Northeast Journal of Complex Systems (NEJCS)

This study explores the capacity of large language model-powered agents to simulate human-like behavior in multi-agent social systems. Using Secret Hitler — a hidden-role board game centered on trust, deception, and strategic communication — we evaluate how LLM agents navigate dynamic group interactions. Our findings show that agents exhibit human-like behaviors, including strategic temporal adaptation, contextual reasoning, and complex social cognition such as theory of mind and implicit coordination. Notably, 85% of agent decisions factored in at least two other players’ mental states, highlighting their capacity for multi-agent mental state inference. However, they struggled with key aspects of human gameplay, …

A Well Rolled-Out Life, Joshna Maharaj

Stirring Words

"Throughout my childhood we would have rotis when we had Indian food. These flatbreads were made with atta, a durum wheat that came out of a big plastic tub in one of the cupboards in our kitchen..."

Sizzling Chives, Matthew Teo

Stirring Words

"This film was a thriller for the ages..."

Before Dawn, Natasha Kilcoyne

Stirring Words

"In the pre-dawn darkness at two a.m., I leap from bed enthusiastically as if it were my first day on the job. At this unconventional hour, my daily drive is only fifteen minutes from home in the 14th arrondissement district of Paris. The route south takes me to Rungis Wholesale Market, known as the Belly of Paris..."

The Roots Of Our Food: Relationships Are The Seeds Of Care-Based Food Heritage, Nicole E. Post, Raena D. Parsons, Adrian Boone

Dissertations

The purpose of this co-authored, general qualitative research

study was to examine food relationships between individuals,

communities, and Earth. We explored the concept of relational food

systems pertaining to engagement ideas at EarthDance Organic Farm

School and Hawai’i Institute of Pacific Agriculture. Our research

furthers understanding about how to engage people, individually and

collectively, with the land to inspire action. We argue that care-based

relationships can inspire action, helping individuals reconnect with

their food heritage by engaging with land, community, and self.

Heritage site leaders in food systems who center interconnectedness

create places where relationships between people, land, and food …

College Council Meeting Minutes (June 24, 2025), Dmacc

College Council

No abstract provided.