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Articles 1531 - 1560 of 662267
Full-Text Articles in Social and Behavioral Sciences
Securitisation Without Consent: Digital Dissent And State Power In Kenya’S 2024 Protests, Dudley M. Gaciku, Arfin Sudirman, Irman G. Lanti
Securitisation Without Consent: Digital Dissent And State Power In Kenya’S 2024 Protests, Dudley M. Gaciku, Arfin Sudirman, Irman G. Lanti
Jurnal Wacana Politik
This paper examines how digitally mediated dissent is securitised in hybrid regimes using Kenya's 2024-2025 protest cycle as a case study. Although the Copenhagen School gives precedence to audience acceptance in determining the success or failure of a securitising move, the paper critiques this viewpoint drawing on contemporary securitisation scholarship. Through a qualitative case study approach, the research draws on official state communications, social media content, media reports, human rights documentation, and the researcher's reflexive observations during the protests. The findings illustrate that although the #RejectFinanceBill movement was framed by the state as a threat to national stability, public safety, …
Discourse Of Open Party Contestation In Jemaah Tarbiyah In Indonesia, Gili Argenti, Caroline Paskarina, Nani Darmayanti, Nandang Alamsah Deliarnoor
Discourse Of Open Party Contestation In Jemaah Tarbiyah In Indonesia, Gili Argenti, Caroline Paskarina, Nani Darmayanti, Nandang Alamsah Deliarnoor
Jurnal Wacana Politik
Factionalization in Indonesian political parties is commonly explained by elite rivalry, coalition choices, or clientelistic interests, leaving intra-party conflict over the meaning of ideology less well explained. This article asks how the discourse of an open party constructs and reveals ideological contestation within Jemaah Tarbiyah and how that contestation contributed to the emergence of the Gelora Indonesia Party. Using Teun A. van Dijk's critical discourse analysis (CDA), the study integrates textual analysis, social cognition, and social context. The empirical material consists of in-depth interviews with 20 purposively selected actors from PKS, GARBI, Gelora, and related Tarbiyah networks, together with party …
The Ketupat War As A Cultural Performance: Ritual, Community Participation, And Cultural Preservation In Tempilang, Bangka Belitung, Fawarti Gendra Nata Utami, Budi Setiyono, Muhammad Fazli Taib Saearani
The Ketupat War As A Cultural Performance: Ritual, Community Participation, And Cultural Preservation In Tempilang, Bangka Belitung, Fawarti Gendra Nata Utami, Budi Setiyono, Muhammad Fazli Taib Saearani
Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya
This study examines the Perang Ketupat tradition in Tempilang Village, Bangka Belitung Province, Indonesia, as a form of cultural performance. It aims to analyze the tradition through five dimensions: ritual, performing arts, community participation, cultural education, and community-based safeguarding of intangible cultural heritage (ICH). Employing a qualitative approach based on performance ethnography, data were collected through participant observation, in-depth interviews, document analysis, and a literature review during the 2024 Ketupat War Festival. The findings reveal that the tradition functions not only as a ritual for warding off misfortune but also as a living cultural performance that reinforces cultural identity, strengthens …
The Role Of Counselors In Facilitating Family Involvement In The Treatment Of Individuals With Severe Mental Illness: An Interpretative Phenomenological Analysis, Shanice Stephenson-Walcott
The Role Of Counselors In Facilitating Family Involvement In The Treatment Of Individuals With Severe Mental Illness: An Interpretative Phenomenological Analysis, Shanice Stephenson-Walcott
Walden Dissertations and Doctoral Studies
The purpose of this qualitative study was to explore counselors’ experiences with family involvement in the treatment of individuals with severe mental illness (SMI). Although family involvement has been associated with improved treatment outcomes, limited research has explored counselors’ experiences facilitating family involvement in SMI treatment, leaving a gap in understanding the challenges counselors face in clinical practice. Guided by Heidegger’s hermeneutic phenomenology, this Interpretative Phenomenological Analysis (IPA) study included six licensed professional counselors experienced in counseling individuals with SMI. The research question asked: How do counselors experience family involvement facilitation in the treatment of individuals with severe mental illness? …
Cultural Orientation, Parent-Child Connectedness, And Student Mental Health Perceptions, Abigail M. Mattias
Cultural Orientation, Parent-Child Connectedness, And Student Mental Health Perceptions, Abigail M. Mattias
Master's Theses
An individual’s perception of mental health is likely shaped by multiple interrelated factors. Connecting research into mental health perceptions across racial groups and parental value transmission suggests that a strong parent-child relationship increases the likelihood of the child endorsing parental and cultural values. The current survey examined the following predictors of mental health stigma among 144 college students: cultural orientation (collectivist/individualist attitudes), cultural background (collectivist/individualist heritage) as mediated by perceived parental mental health stigma, and parent-child connectedness as moderating the mediation. As predicted, there were stronger links between parent and child mental health stigma when parent-child connectedness was stronger. The …
Distribution Modeling Predicts Pacific Newt (Genus Taricha) Road Mortality Near Remote Lakes In Santa Clara County, California, Anna Petrosky
Distribution Modeling Predicts Pacific Newt (Genus Taricha) Road Mortality Near Remote Lakes In Santa Clara County, California, Anna Petrosky
Master's Theses
The California newt (Taricha torosa) is listed as a State Species of Special Concern across its southern range due to habitat degradation and loss, and limited studies indicate it may be experiencing these threats in its northern range as well. This project assesses where the California newt may be encountering roads as migration barriers and experiencing high mortality in western Santa Clara County, California, in an effort to inform future conservation efforts. I conducted surveys of California newt roadkill on roads bordering two reservoirs used as breeding habitat and accessed roadkill data collected by the Lexington Reservoir Newt Patrol. Roadkill …
Lived Experiences Influencing Breast Cancer Survivorship Among African American Women After Treatment, Brianne Layce Jones
Lived Experiences Influencing Breast Cancer Survivorship Among African American Women After Treatment, Brianne Layce Jones
Walden Dissertations and Doctoral Studies
It is well documented that a breast cancer diagnosis elicits various psychoemotional feelings. Despite resilience African American women show during breast cancer treatment, gaps remain in the healthcare system in regard to meeting specific needs of this population. Using Kierkegaard’s theory of existentialism, this study examined influences of breast cancer survivorship among African American women after treatment. Data were collected from 10 African American women who were breast cancer survivors residing in Virginia via in-person and virtual interviews. Interviews were conducted using a questionnaire. Resilience, spirituality, and personal coping strategies were values among African American women who survived breast cancer. …
Enviromental Burden And Financial Performance Of Manufacturing Companies On Borsa Istanbul: An Exploratory Circular-Economy-Aligned Assessment Using The Aroman Method, Sibel Fettahoglu, Ejder Ayçin, Büşra Karslı Günay
Enviromental Burden And Financial Performance Of Manufacturing Companies On Borsa Istanbul: An Exploratory Circular-Economy-Aligned Assessment Using The Aroman Method, Sibel Fettahoglu, Ejder Ayçin, Büşra Karslı Günay
Journal of Environmental Science and Sustainable Development
Türkiye's 2053 net-zero emissions target and the critical role of the manufacturing sector in this process necessitate an urgent examination of the financial impacts of circular economy (CE) practices. This study provides an exploratory analysis of the relationship between environmental burden and financial performance using 2023 data from 26 manufacturing companies in Borsa Istanbul. Given the difficulty of measuring holistic circularity at the company level, this study operationalizes the environmental dimension of circular economy performance using selected environmental burden indicators, including energy and water consumption, greenhouse gas emissions, and waste generation. The study uses the alternative ranking order method accounting …
A Viable Energy-Saving Solution For Sustainable Development: High-Efficiency Electric Motors Lspmsm, Le Anh Tuan, Do Nhu Y, Nguyen Thi Lan
A Viable Energy-Saving Solution For Sustainable Development: High-Efficiency Electric Motors Lspmsm, Le Anh Tuan, Do Nhu Y, Nguyen Thi Lan
Journal of Environmental Science and Sustainable Development
In the context of sustainable development, energy-efficient conversion technologies play an important role in reducing energy consumption and minimizing environmental impact. High-efficiency line-start permanent-magnet synchronous motors (LSPMSM) have emerged as a promising alternative to conventional motors. This study investigates the potential of LSPMSM as a viable solution for sustainable industrial development. An integrated approach combining motor design optimization, performance analysis, and environmental impact assessment is applied to evaluate the benefits of replacing conventional low-efficiency IE1 squirrel-cage induction motors (SCIM) with the proposed solution. A proposed step-skewed permanent magnet (PM) configuration of LSPMSM 2.2 kW, 4 poles is introduced. The proposed …
Relationship Between Language, Culture, And Thinking Of The Kajang Community From The Perspective Of Anthropological Linguistics, Harlinah Sahib, Jumardin Muchtar, Herawati Abbas, Ferawaty Syam
Relationship Between Language, Culture, And Thinking Of The Kajang Community From The Perspective Of Anthropological Linguistics, Harlinah Sahib, Jumardin Muchtar, Herawati Abbas, Ferawaty Syam
Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya
In terms of anthropological linguistics, the study aims to explore the interaction of language, culture and cognitive tendencies in the community of Kajang. It particularly looks into the traditional oral expressions (kelong) of the community, including Kelong Basing Rikong, Lok-lok, and Ati-ati Raja, as their understandings of life, death, spirituality, and social values are expressed. A qualitative ethnolinguistic approach, informed by anthropological linguistics, was used in this study. Data collection methods included field observations, in-depth interviews with traditional leaders (Ammatoa), cultural practitioners and community elders, and a documentary analysis of oral texts, especially Kelong. …
From Scrolls To Algorithms: A Critical Analysis Of Generative Ai, Digital Preservation, And Ranganathan’S Normative Philosophy, Madhu K S
Book Chapters
The paper discusses the developments in human information access across three historical paradigms including physical scarcity, digital abundance, and synthetic algorithmic mediation with Generative AI. History is discussed with the philosophical aspects of Floridi’s Philosophy of Information, Christine Borgman’s Digital Scholarship Framework, and S R Ranganathan’s Normative Library Science. This conceptual paper explores the transition from finding documents to creating answers with AI it has changed human thinking and reliability on information. This transition has changed how people believe and trust the source of information. This paper looks at the material ethics regarding how commercial large language models (LLM) are …
Lindenwood Digest, September 23, 2026, Lindenwood University
Lindenwood Digest, September 23, 2026, Lindenwood University
Lindenwood Digest
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Event & Date: The Lindenwood University Employee Digest was published on September 23, 2026.
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Geographic Grounding: Documented campus proceedings are situated across Harmon Hall, the J. Scheidegger Center for the Arts, and the Library and Academic Resources Center (LARC) at Lindenwood University in St. Charles, Missouri.
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Key Honorees/Awards: Recognized personnel include inaugural Leadership Institute cohort members Sara Wiedman, Kevin Manley, Jameson Adams, Jennifer Hennings, and Danyelle Marshall; guest speaker Yeonmi Park, designated one of the BBC's "Top 100 Global Women"; and Q2 Moments employee honorees Clayton Janvrin, Carrie Ponder, Miranda Zuk, and Jared Nelson.
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Institutional Context: The record marks the …
Legal Shifts And Judicial Inconsistencies In Strict Liability After The Omnibus Law: A Critical Analysis Of Indonesian Environmental Law For Responsible Mining And Esg Compliance, Nurul Listiyani, Khenza Atthaya Namira Yulianto
Legal Shifts And Judicial Inconsistencies In Strict Liability After The Omnibus Law: A Critical Analysis Of Indonesian Environmental Law For Responsible Mining And Esg Compliance, Nurul Listiyani, Khenza Atthaya Namira Yulianto
Journal of Environmental Science and Sustainable Development
The legal significance of strict liability in mining arises from the sector’s capacity to generate technically complex, diffuse, and long-latency environmental harm that is difficult to address through fault-based litigation alone. This study aims to evaluate how the post-Omnibus Law reformulation of Article 88 of Law No. 32 of 2009 has affected the doctrinal autonomy, judicial consistency, and practical enforcement of strict liability in Indonesian environmental law. The research used normative doctrinal legal research including statutory, case-law, conceptual, comparative, and evaluative analyses. The data cover the 2009–2025 period and consist of two core statutory formulations of Article 88, the Job …
The Perception Of Gay Black Males Concerning Cultural Responsiveness Of Police Officer Use Of Force, Christopher M. Collier
The Perception Of Gay Black Males Concerning Cultural Responsiveness Of Police Officer Use Of Force, Christopher M. Collier
Walden Dissertations and Doctoral Studies
Police officers’ use of force on the public has been a popular topic of conversation over the last decade. Political campaigns, social media platforms, and neighborhood groups have expressed concerns about how police officers use force disproportionately within various communities. Suggestions have been made to increase police training, promote body-worn cameras, and foster greater transparency to hold police officers accountable for actions that may be unethical or illegal. This study sought to understand if cultural environments have an effect on law enforcement’s interaction with Black same gender loving males (BSGLM). Understanding the use of force was derived from BSGLMs’ perspectives …
Examining The Effect Of Having A Disability On The College Experience, Grace Dudley
Examining The Effect Of Having A Disability On The College Experience, Grace Dudley
James Madison Undergraduate Research Journal (JMURJ)
Among people 25 or older in the United States in 2022, just 21% of individuals with a disability had earned a bachelor’s degree or higher, while 38% of individuals without a disability had earned a bachelor’s degree or higher. Previous research has identified a variety of barriers that students with disabilities may face as they pursue postsecondary education. The purpose of this study was to examine barriers students with disabilities (SWDs) face once they arrive at college in order to investigate how higher education may be made more accessible. Barriers were assessed by surveying SWDs attending James Madison University, a …
Adapting To Change: A Mixed Methods Approach To Understand How Colleges And Universities Are Utilizing Animals To Help Students Transition Into Higher Education, Christopher Puglisi, Shalini Mathew, Nicole D. Schutter, Monte Meyerink, Abiah George
Adapting To Change: A Mixed Methods Approach To Understand How Colleges And Universities Are Utilizing Animals To Help Students Transition Into Higher Education, Christopher Puglisi, Shalini Mathew, Nicole D. Schutter, Monte Meyerink, Abiah George
People and Animals: The International Journal of Research and Practice
Individuals experience several changes in their lives, with one of the most impactful being leaving home to attend college. It is no surprise that college-age students need mental health support, especially in times of adjustment. To address this adjustment, animal-assisted interventions (AAI) have recently gained substantial attention. In this study, college and university departments that help students transition to higher education were surveyed (N = 59) and interviewed (N = 6) to understand how AAI are utilized. Results indicate that AAI have potential to ease students’ higher education transition, though institutions must establish an outline that states the benefits of …
Unlocking Effective Evaluations: Lessons From Media Literacy And Digital Skills Intervention Studies In Estonia, Finland, And Poland, Natalia Edisherashvili, Marit Puusepp, Veronika Kalmus, Margus Pedaste, Sini Tiihonen, Fatemeh Irani, Łukasz Tomczyk, Leen D'Haenens, Tania Azadi, Chao Wang
Unlocking Effective Evaluations: Lessons From Media Literacy And Digital Skills Intervention Studies In Estonia, Finland, And Poland, Natalia Edisherashvili, Marit Puusepp, Veronika Kalmus, Margus Pedaste, Sini Tiihonen, Fatemeh Irani, Łukasz Tomczyk, Leen D'Haenens, Tania Azadi, Chao Wang
Journal of Media Literacy Education Pre-Prints
This study examines factors that enable and hinder the evaluation of Media Literacy (ML) and Digital Skills (DS) interventions across three countries and four contexts: in-service teachers in Estonia, elderly populations in Jyväskylä (Finland), vocational students in Helsinki (Finland), and pre-service teachers in Poland. Guided by the Logic Model framework, it explores barriers and enablers across Inputs, Activities, Outputs, and Outcomes to reveal structural and contextual elements shaping evaluation effectiveness. Findings cluster into four domains: organisational and administrative factors, intervention design, evaluation processes, and participant engagement. Organisational challenges such as staff turnover disrupted alignment between intervention and evaluation goals, while …
Regulating Religious Coexistence : The Intricacies Of Interfaith Cooperation In Coastal Kenya, Erik Meinema
Regulating Religious Coexistence : The Intricacies Of Interfaith Cooperation In Coastal Kenya, Erik Meinema
Ohio University Press Open Access Books
Regulating Religious Coexistence offers a compelling ethnographic analysis of how Muslims, Christians, and practitioners of indigenous African religions negotiate coexistence in Kenya’s coastal region. The book conceptualizes religious diversity as a dynamic field shaped by multiple partly intersecting and partly conflicting models of interaction. These include the political secularism promoted by the Kenyan state and civil society organizations focused on interfaith harmony, forms of competition between religious groups, and pluralistic practices in which individuals draw on multiple traditions to meet spiritual needs.
Through a close examination of civil society initiatives funded by Western donors to foster peacebuilding and to counter …
Ai-Based Environmental Code Checking Tool For Sustainability Best Management Practices Of Infrastructure Construction Projects, Joseph J. Kim, Pooja D. Chavan
Ai-Based Environmental Code Checking Tool For Sustainability Best Management Practices Of Infrastructure Construction Projects, Joseph J. Kim, Pooja D. Chavan
Mineta Transportation Institute
Infrastructure construction and operation are major contributors to global greenhouse gas emissions, which account for approximately one-third of global CO₂ emissions and add to long-term environmental and air quality challenges. Sustainability rating systems such as Envision for infrastructure construction projects provide structured guidance to help teams reduce these impacts, but verifying compliance requires reviewing large volumes of project documents by hand, making the process time consuming and difficult to scale. Therefore, this research develops an AI-based environmental code checking tool that automates the interpretation of project documents and evaluates compliance on lifecycle GHG assessment under Credit CR1.2 of Envision—in other …
Sensing Safety: Developing A Flexible, Portable Alcohol Detection Patch For Community Wellness, Ava Hedayatipour, Ryan Huynh, Wahaab Ademola
Sensing Safety: Developing A Flexible, Portable Alcohol Detection Patch For Community Wellness, Ava Hedayatipour, Ryan Huynh, Wahaab Ademola
Mineta Transportation Institute
Alcohol-impaired driving remains one of the leading causes of traffic fatalities and serious injuries in the United States, posing significant challenges to transportation safety and imposing substantial social and economic costs. Although breathalyzers and wearable alcohol monitoring devices can help detect alcohol consumption, many existing technologies are expensive, bulky, or impractical for continuous, long-term monitoring. This study investigates a lowcost electrochemical sensing platform that could support future wearable alcohol monitoring systems for transportation safety applications. Specifically, the report presents the design, fabrication, and experimental evaluation of a custom screen-printed electrode (SPE) integrated with the Texas Instruments LMP91000 potentiostat. Each disposable …
Birch On Fetal Sentience, Claudia Passos-Ferreira
Birch On Fetal Sentience, Claudia Passos-Ferreira
Animal Sentience
Birch proposes that human fetuses be recognized as sentience candidates from 12 weeks, on the grounds that midbrain-centered theories fall within the zone of reasonable disagreement among theories of consciousness. I raise a methodological and a policy problem for his view. Methodologically, whether the midbrain-centered view belongs within the zone is disputed, so there is no consensus about the consensus. Furthermore, the evidence Birch discusses for 12 weeks does not actually estimate the onset of sentience; the proposed threshold tracks anatomical rather than functional onset. On policy, the US Supreme Court’s Dobbs ruling shows that fetal sentience is difficult to …
Visualizing Borneo Biodiversity And Dayak Cultural Heritage Through Contemporary Innovative Batik Motifs, Kristanti Kristanti
Visualizing Borneo Biodiversity And Dayak Cultural Heritage Through Contemporary Innovative Batik Motifs, Kristanti Kristanti
Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya
Borneo combines exceptional biological diversity with cultural traditions that shape regional identity. This study aims to develop contemporary batik motifs based on selected biological references associated with Borneo and one Dayak cultural reference while documenting the visual transformation process as research knowledge. A practice-based research approach was employed through exploration, design development, realization, expert validation, and revision. The initial exploration included the Bornean orangutan (Pongo pygmaeus), proboscis monkey (Nasalis larvatus), rhinoceros hornbill (Buceros rhinoceros), black orchid (Coelogyne pandurata), ironwood (Eusideroxylon zwageri), and pitcher plants (Nepenthes spp.), while the Dayak …
Barriers To Psychological Care: Lived Experiences Of Adults With Spinal Muscular Atrophy, Hovhannes Nazaryan
Barriers To Psychological Care: Lived Experiences Of Adults With Spinal Muscular Atrophy, Hovhannes Nazaryan
Walden Dissertations and Doctoral Studies
Adults with spinal muscular atrophy (SMA) may experience significant disability-related stressors, yet mental health services remain underused within this population. Although prior research has identified barriers to service use among individuals with SMA and people with disabilities more broadly, there is less literature about how adults with SMA experience the mental health care system. The purpose of this qualitative phenomenological study was to explore lived experiences of adults living in the United States with SMA as they relate to this system. Guided by the biopsychosocial model and Andersen’s behavioral model, the study involved addressing the question: What are lived experiences …
Phenomenological Study Of Protective Buffering By Afsoc Civilian Spouses During Military Deployments, Janell C. Cotton
Phenomenological Study Of Protective Buffering By Afsoc Civilian Spouses During Military Deployments, Janell C. Cotton
Walden Dissertations and Doctoral Studies
Protective buffering (PB) is used by civilian military spouses to withhold or deny stressful information or concerns to protect their spouse, others, or themselves, from upset or burden. This coping mechanism is commonly used during military deployments, yet is associated with negative physical, psychological, and social consequences. The purpose of this phenomenological qualitative study was to explore the lived experience of when and why civilian military spouses engage in PB during military deployments. Guided by the communication privacy management theory and the transactional stress and coping theory, the study examined the civilian spouses’ perceptions of their active-duty spouses’ stressors, and …
The Fragmentation Of Helcar: A Paratethyan Model For Rhûn, Núrnen And The Dead Marshes, Federico Manzoni
The Fragmentation Of Helcar: A Paratethyan Model For Rhûn, Núrnen And The Dead Marshes, Federico Manzoni
Journal of Tolkien Research
This work proposes a conjectural paleogeographic model linking the Sea of Rhûn, Núrnen and the Dead Marshes to the former Sea of Helcar. Beginning from Christopher Tolkien's suggestion that Rhûn may represent Helcar ``vastly shrunken,'' the study combines textual evidence, the Ambarkanta, Fonstad's cartographic reconstructions, and terrestrial analogues drawn from the evolution of the Paratethys, the Messinian Salinity Crisis and other endorheic basins. Helcar is interpreted not merely as an isolated body of deep water but as the centre of a broader hydrological province subsequently partitioned by relief change, sedimentary infilling, basin isolation and drainage reorganization. Within this model, Rhûn …
Hands-On Ransomware: An Experiential Wannacry Case Study For Undergraduate Cybersecurity Education, Eli Creek Richmond, Thomas R. Devine
Hands-On Ransomware: An Experiential Wannacry Case Study For Undergraduate Cybersecurity Education, Eli Creek Richmond, Thomas R. Devine
Military Cyber Affairs
Ransomware represents one of the most disruptive threats in the cyber landscape, yet hands-on malware analysis remains rare in undergraduate cybersecurity curricula. This paper presents the design, implementation, and evaluation of an experiential learning module centered on the WannaCry ransomware case study, deployed in a senior-level course at West Virginia University. Students performed static and dynamic analysis using industry-standard tools. Pre- and post-module assessments demonstrated measurable gains in self-reported competency across seven technical dimensions. The module's competencies align directly with DoD Cyber Workforce Framework Work Role 212, Cyber Defense Forensics Analyst, supporting education-to-workforce pipeline development.
From Framework To Toolchain: Implementing Zero Trust Architecture In Cloud-Native Environments For Dow Compliance, Shelby C. Snyder
From Framework To Toolchain: Implementing Zero Trust Architecture In Cloud-Native Environments For Dow Compliance, Shelby C. Snyder
Military Cyber Affairs
Federal agencies face a fiscal year 2027 target for enterprise-wide Zero Trust deployment, but NIST SP 800-207A defines logical components without identifying the Kubernetes technologies that implement them. This paper proposes a three-tier mapping of the Policy Engine, Policy Administrator, and Policy Enforcement Point to service mesh, microsegmentation, and perimeter tooling, stating the criteria by which each component is classified. It then applies a defined rubric to six Zero Trust vendors across component alignment, Kubernetes capability, federal authorization posture, and evidence quality, finding that no single vendor covers all three tiers. The mapping is a testable architectural proposition; a Stage …
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
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
Letter From The Director: Mastery In Practice, Joseph Schafer
Letter From The Director: Mastery In Practice, Joseph Schafer
Military Cyber Affairs
No abstract provided.