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Full-Text Articles in Entire DC Network
Intimate Partner Violence And Child Wasting Across Countries: An Ecological Cross-Sectional Study, Wanri Lumbanraja, I Ketut Kasta Arya Wijaya, Ruben Cornelius Siagian
Intimate Partner Violence And Child Wasting Across Countries: An Ecological Cross-Sectional Study, Wanri Lumbanraja, I Ketut Kasta Arya Wijaya, Ruben Cornelius Siagian
Journal of Indonesian Health Policy and Administration
Intimate partner violence (IPV) is a public health issue that can affect the well-being of women, their families, and the child-rearing environment. Meanwhile, wasting in under-five children reflects acute malnutrition linked to food insecurity, infectious diseases, poverty, and access to healthcare services. This study aimed to analyze the relationship between the prevalence of IPV among women in the past 12 months and the prevalence of wasting in children under the age of five at the national level. This study addresses the gap in cross-national research, which remains limited in linking IPV as an indicator of social vulnerability with wasting as …
Perceived Susceptibility And Automatic Compliance In Indonesia's Triple Elimination Screening: A Mixed-Methods Study, Ratna Dewi Puspita Sari, Josef Maria Seno Adjie
Perceived Susceptibility And Automatic Compliance In Indonesia's Triple Elimination Screening: A Mixed-Methods Study, Ratna Dewi Puspita Sari, Josef Maria Seno Adjie
Journal of Indonesian Health Policy and Administration
Despite global commitments to eliminating mother-to-child transmission of human immunodeficiency virus, syphilis, and hepatitis B, gaps remain in understanding the behavioral and systemic drivers of screening coverage in decentralized health systems such as Indonesia. This study aimed to analyze individual behavioral determinants and structural health system barriers affecting triple elimination screening coverage among pregnant women, focusing on perceived susceptibility and automatic compliance. A mixed-methods sequential explanatory study was conducted in Central Jakarta, Surabaya, and Karawang. The quantitative phase involved a cross-sectional survey of 1,224 pregnant women, with Health Belief Model variables analyzed using logistic regression. The qualitative phase comprised three …
When The Hood Comes Off: Racism And Resistance In The Digital Age, By Rob Eschmann. University Of California Press, 2023. 312 Pages. $24.95. Isbn 978-0520379749, Stephanie M. Ortiz
When The Hood Comes Off: Racism And Resistance In The Digital Age, By Rob Eschmann. University Of California Press, 2023. 312 Pages. $24.95. Isbn 978-0520379749, Stephanie M. Ortiz
Journal of Hate Studies
Sociologist Stephanie M. Ortiz reviews Rob Eschmann’s When the Hood Comes Off: Racism and Resistance in the Digital Age, which examines how the internet reorganizes the conditions under which racism is expressed, with a focus on higher education. This reorganization allows hate to flourish online even as racism is disavowed in public. Online and offline spaces are not disconnected, though, and digital revelations—revealed when “the hood comes off”—shape offline relationships, institutional trust, campus climate, and students’ sense of safety.
Proof, Evidence And Hate Crime: A Study In Criminal Jurisprudence, By Tshepo Bogosi Mosaka. Routledge, 2026. 226 Pages. $150.00 Isbn 978-1032764535, Sachin S. Pandya
Proof, Evidence And Hate Crime: A Study In Criminal Jurisprudence, By Tshepo Bogosi Mosaka. Routledge, 2026. 226 Pages. $150.00 Isbn 978-1032764535, Sachin S. Pandya
Journal of Hate Studies
Legal scholar Sachin S. Pandya reviews Tshepo Bogosi Mosaka’s Proof, Evidence and Hate Crime: A Study in Criminal Jurisprudence. While traditional notions of proof separate fact from value and treat proof as apart from procedural rules and practices and from substantive law, Proof, Evidence, and Hate Crime proposes an applied and context-specific model of proof. Mosaka uses non-contact hate crimes motivated by race, religion, and ethnic bias to explore his ideas.
Children No More: Were And Are Gone. Produced By Sheila Nevins, Yael Melamede And Hilla Medalia; Directed By Hilla Medalia. English. 2026; Color; 36 Minutes. Full Story Films, Medalia Productions, And Salty Features, Muzna Rahman
Journal of Hate Studies
Postcolonial studies scholar Muzna Rahman reviews Children No More: Were and Are Gone, Hilla Medalia’s Academy Award-nominated short documentary. The film documents pro-peace Israeli activists who gather regularly in Tel Avivi to hold a silent vigil for Palestinian children killed by Israel forces. Against the backdrop of everyday urban life, the protestors simply hold photos of the children, commemorating their lives rather than their brutal deaths. The images of Palestinian children held by Israeli activities highlights the similarities between the groups, while the rage of passersby reveals the danger that Israelis who advocate for peace face in their work.
Sharing Their Journey: A Conversation With Aziz Abu Sarah And Maoz Inon, Laura Morlock
Sharing Their Journey: A Conversation With Aziz Abu Sarah And Maoz Inon, Laura Morlock
Journal of Hate Studies
Aziz Abu Sarah and Maoz Inon, a Palestinian and an Israeli, have both lost loved ones to violence. Together, they advocate for peace. Interviewer Laura Morlock speaks with them about their shared journey, including the difficulties they face, how they handle criticism, and the validity of anger.
Perceptions Of Correctional Officers In Prison Environments And The Coping Mechanisms They Use To Support Work–Life Balance, Amiee C. Ruger
Perceptions Of Correctional Officers In Prison Environments And The Coping Mechanisms They Use To Support Work–Life Balance, Amiee C. Ruger
Walden Dissertations and Doctoral Studies
This qualitative study explored correctional officers’ lived experiences with occupational stress, coping strategies, work–life balance, and psychological well-being. The purpose of the study was to better understand correctional officers’ experiences working in high-stress correctional environments, including how they experienced and managed occupational stress, as well as the factors that influenced their psychological well-being. The Yerkes-Dodson law, Nixon’s human function curve, and the transactional model of stress and coping provided the theoretical framework for the study. Eight correctional officers were recruited using purposive and snowball sampling techniques. Semistructured interviews were conducted through the online meeting platform Zoom, and the data were …
Translation Techniques And Meaning Equivalence In The Novels ``It Ends With Us'' And ``Akhir Antara Kita'' By Colleen Hoover, Tanty Aidullia Nasution, Rusdi Noor Rosa, Erikson Saragih, Rudy Sofyan, T. Thyrhaya Zein
Translation Techniques And Meaning Equivalence In The Novels ``It Ends With Us'' And ``Akhir Antara Kita'' By Colleen Hoover, Tanty Aidullia Nasution, Rusdi Noor Rosa, Erikson Saragih, Rudy Sofyan, T. Thyrhaya Zein
Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya
Translating literary works addressing sensitive issues such as domestic violence (DV) and psychological trauma requires careful strategies to preserve meaning, emotional nuances, and pragmatic effects in the target language. This study examines translation techniques, levels of meaning equivalence, and relevance in dialogues concerning domestic violence and personal trauma in Colleen Hoover's It Ends with Us and its Indonesian translation, Akhir Antara Kita. Employing a descriptive qualitative approach, 451 dialogue segments were analyzed using the frameworks of Molina and Hurtado Albir (2002), Baker (1992), and Gutt (2010). The findings identified 17 translation techniques, predominantly established equivalent (26.60%), modulation (20.45%), and …
Cartelized Parliament And The Decline Of Legislative Oversight In Indonesia’S Multiparty Presidentialism, Shanty Kartika Dewi, Anis Fuad
Cartelized Parliament And The Decline Of Legislative Oversight In Indonesia’S Multiparty Presidentialism, Shanty Kartika Dewi, Anis Fuad
Jurnal Wacana Politik
This article examines the tendency of Indonesia’s House of Representatives (DPR RI) in the 2024–2029 term to move toward a cartelized parliament within Indonesia’s multiparty presidential system. It addresses how the dominance of an oversized governing coalition after the 2024 election weakens parliamentary opposition and reduces the effectiveness of checks and balances over the executive. The study employs a qualitative explanatory approach using a single-case study design, process tracing, and documentary analysis. The data are drawn from official state and parliamentary documents, KPU decisions, legislative agendas, democracy monitoring reports, credible media coverage, and public statements by political elites. The findings …
When Every Policy Is Called Innovation: Innovation Inflation And The Politics Of Policy Labelling In Indonesian Local Government, Anggia Ermarini, Anry Firmansyah, Rio Yusri Maulana, Ahmad Zaini Miftah
When Every Policy Is Called Innovation: Innovation Inflation And The Politics Of Policy Labelling In Indonesian Local Government, Anggia Ermarini, Anry Firmansyah, Rio Yusri Maulana, Ahmad Zaini Miftah
Jurnal Wacana Politik
This study examines how local governments construct policy innovation claims and the extent to which such claims are supported by substantive novelty, regulatory conformity, institutional capacity, and evidence of public benefit. The study employed a qualitative document analysis with a comparative multiple-case design. The analysis covered 29 documents, consisting of 21 documents related to six policy cases and eight national regulations used as comparative standards. The cases included Sekolah MAUNG, Panca Waluya Character Education, the 5 a.m. school policy, Qlue, Electronic Parking Terminals, and i-Jus Melon. The data were analysed using directed qualitative content analysis across three dimensions: substance, regulation …
Efficient Database Translation, Sonya Fogg, Tracy Ashby
Efficient Database Translation, Sonya Fogg, Tracy Ashby
Library Class: Lunch & Learn
Understand the concept and utility of database translation. Identify key differences in indexing and syntax across major biomedical databases. Apply practical strategies for translating search strategies between databases.
Why Do Indonesians Travel Abroad For Medical Treatment? A Qualitative Phenomenological Study, Lucky Sarjono Buranda, Aries Wahyuningsih, Steven Busby
Why Do Indonesians Travel Abroad For Medical Treatment? A Qualitative Phenomenological Study, Lucky Sarjono Buranda, Aries Wahyuningsih, Steven Busby
Journal of Indonesian Health Policy and Administration
More than one million Indonesian citizens travel abroad for medical treatment each year, generating financial transactions exceeding IDR 180 trillion (USD 11.5 billion). This study aimed to explore the reasons why Indonesians seek medical treatment overseas. A qualitative phenomenological approach was employed using in-depth interviews with Indonesian citizens who had received or were currently receiving medical treatment outside Indonesia. All interviews were recorded, transcribed, and analyzed through coding to identify themes, subthemes, and related properties. Interviews were conducted with 18 participants from three major Indonesian cities (Makassar, Surabaya, and Batam), as well as individuals receiving treatment in Singapore and Malaysia. …
Mapping Coastal Community-Based Tourism Empowerment: Public Policy And Sustainable Development On Bangka Island, Putra Pratama Saputra, Hadiyanto Abdul Rachim, Arie Surya Gutama, Moch. Zaenal Hakim
Mapping Coastal Community-Based Tourism Empowerment: Public Policy And Sustainable Development On Bangka Island, Putra Pratama Saputra, Hadiyanto Abdul Rachim, Arie Surya Gutama, Moch. Zaenal Hakim
Jurnal Wacana Politik
This study analyzes the conceptualization and practice of community-based tourism empowerment on Bangka Island, serving as a strategic approach to promote sustainable and inclusive coastal tourism. Employing a qualitative descriptive approach, data were gathered through interviews with nine key informants, observations, and policy document analysis. Findings reveal that these empowerment initiatives significantly strengthen individual and institutional capacities, enhance community participation in tourism planning, and drive economic diversification from extractive industries to sustainable tourism. Furthermore, this approach facilitates economic transformation through the development of micro, small, and medium enterprises (MSMEs) and coastal ecotourism, concurrently reinforcing environmental conservation and cultural preservation. However, …
Differences In Mental Toughness Among Mixed Martial Artists And Physically Active Individuals, Savannah M. Calleja, Soleil Ramos, Victoria Potvin, Anthony A. Ricci, Gabriel J. Sanders, Corey A. Peacock
Differences In Mental Toughness Among Mixed Martial Artists And Physically Active Individuals, Savannah M. Calleja, Soleil Ramos, Victoria Potvin, Anthony A. Ricci, Gabriel J. Sanders, Corey A. Peacock
Journal for Sports Neuroscience
Mixed Martial Arts (MMA) is a physiological and psychological demanding sport. While the majority of the literature conducted in MMA regards physiological health and risk of injury, researchers are beginning to assess the psychological profiles of MMA athletes. Previous studies have evaluated mental toughness (MT) within MMA; however, no study has examined MT in MMA athletes at the professional division. Therefore, the primary purpose of this research was to evaluate the difference in mental toughness between professional MMA athletes and physically active individuals. Secondary aims are to evaluate potential variations in mental toughness within the professional level between champion and …
Fear, Threat, And Google Searches: Examining Ideological Shifts Using Big Data, Erin M. Cerasaro
Fear, Threat, And Google Searches: Examining Ideological Shifts Using Big Data, Erin M. Cerasaro
Master's Theses
In their review of research on factors that affect political conservatism, Jost et al. brought together research from several theoretical viewpoints. This produced a model of psychological needs and motives in individuals which react with stimuli that make them feel fearful and threatened (F/T), increasing adherence to conservative ideology. While some research supports these claims, evidence shows that in some contexts these variables increase ideological polarization overall, but may also have a greater impact on conservative attitudes specifically. Researchers have had difficulty in investigating these relationships in naturalistic settings due to an inability to manipulate events that precipitate this ideological …
Identifying Barriers To Reporting Concerning Behaviors In A Public Secondary School, Will Durgin
Identifying Barriers To Reporting Concerning Behaviors In A Public Secondary School, Will Durgin
Graduate Student Dissertations, Theses, Capstones, and Portfolios
Threat assessment is an effective school safety practice that allows schools to identify concerning behavior and intervene before it reaches a crisis. Because this process often begins with a staff member recognizing and reporting a concern, this study examined how school staff interpret concerning behavior, understand their responsibility to report it, and what can make reporting more difficult.
The study used a two-phase action research design in a small, rural public school district in western New York. The first phase used a survey built around five behavior vignettes, while the second phase consisted of staff interviews.
Staff generally agreed when …
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? …
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, …
Exploring The Intersectional Identities Of Youth Mentees And Their Mentors In Shaping The Quality And Duration Of Their Relationships, Kristian V. Jones, Theresa N. Melton, Amy J. Anderson, Thomas E. Keller, David L. Dubois
Exploring The Intersectional Identities Of Youth Mentees And Their Mentors In Shaping The Quality And Duration Of Their Relationships, Kristian V. Jones, Theresa N. Melton, Amy J. Anderson, Thomas E. Keller, David L. Dubois
School of Social Work Faculty Publications and Presentations
Mentoring programs enjoy considerable empirical support as a strategy for supporting the positive development of youth, particularly those with marginalized identities (e.g., minoritized racial identities) and/or from economically disadvantaged backgrounds. There tends to be considerable variability, however, in both the quality of the mentor–mentee relationships established through programs and whether these relationships are sustained for intended periods of time. Research indicates these features of relationships can be significant influences on the outcomes of participating youth, thus making it imperative to better understand the factors that may contribute to mentoring relationship quality and duration. To expand inquiry in this area, the …
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 …
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 …
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. …
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. …
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 …
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 …
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.